Poirazi, Panayiota; Neocleous, Costas; Pattichis, Costantinos S; Schizas, Christos N
2004-05-01
A three-layer neural network (NN) with novel adaptive architecture has been developed. The hidden layer of the network consists of slabs of single neuron models, where neurons within a slab--but not between slabs--have the same type of activation function. The network activation functions in all three layers have adaptable parameters. The network was trained using a biologically inspired, guided-annealing learning rule on a variety of medical data. Good training/testing classification performance was obtained on all data sets tested. The performance achieved was comparable to that of SVM classifiers. It was shown that the adaptive network architecture, inspired from the modular organization often encountered in the mammalian cerebral cortex, can benefit classification performance.
Data specifications for INSPIRE
NASA Astrophysics Data System (ADS)
Portele, Clemens; Woolf, Andrew; Cox, Simon
2010-05-01
In Europe a major recent development has been the entering in force of the INSPIRE Directive in May 2007, establishing an infrastructure for spatial information in Europe to support Community environmental policies, and policies or activities which may have an impact on the environment. INSPIRE is based on the infrastructures for spatial information established and operated by the 27 Member States of the European Union. The Directive addresses 34 spatial data themes needed for environmental applications, with key components specified through technical implementing rules. This makes INSPIRE a unique example of a legislative "regional" approach. One of the requirements of the INSPIRE Directive is to make existing spatial data sets with relevance for one of the spatial data themes available in an interoperable way, i.e. where the spatial data from different sources in Europe can be combined to a coherent result. Since INSPIRE covers a wide range of spatial data themes, the first step has been the development of a modelling framework that provides a common foundation for all themes. This framework is largely based on the ISO 19100 series of standards. The use of common generic spatial modelling concepts across all themes is an important enabler for interoperability. As a second step, data specifications for the first set of themes has been developed based on the modelling framework. The themes include addresses, transport networks, protected sites, hydrography, administrative areas and others. The data specifications were developed by selected experts nominated by stakeholders from all over Europe. For each theme a working group was established in early 2008 working on their specific theme and collaborating with the other working groups on cross-theme issues. After a public review of the draft specifications starting in December 2008, an open testing process and thorough comment resolution process, the draft technical implementing rules for these themes have been approved by the INSPIRE Committee. After they enter into force they become part of the legal framework and European Member States have to implement these rules. The next step is the development of the remaining 25 spatial data themes, which include many themes of interest for the Earth Sciences including geology, meteorological and oceanographic geographic features, atmospheric conditions, habitats and biotopes, species distribution, environmental monitoring facilities, and land cover to name a few. The process will follow in general the same steps as for the first themes and the working groups are expected to start their work in March/April 2010. The first draft specifications for public comment are expected at the end of 2010 and the work is scheduled to be completed in 2012. At the same time, other initiatives like GMES (Global Monitoring for Environment and Security) and GEOSS (Global Earth Observation System of Systems) are also dealing with spatial data from the themes covered by INSPIRE. With the EU-funded project GIGAS, a support action, a step has been made towards architectural coherence between these initiatives. Recommendations to improve the coherence of the information architectures across the initiatives have been discussed in January 2010 with stakeholders from all initiatives, the standards organisations and EU-funded research projects. Based on the general agreements achieved in these discussions, the next step will be to start working towards the implementation of these recommendations, which are in line with the approach taken by the INSPIRE data specifications.
Fuzzy logic assisted control of inspired oxygen in ventilated newborn infants.
Sun, Y.; Kohane, I.; Stark, A. R.
1994-01-01
The control of oxygen delivery to mechanically ventilated newborn infants is a time intensive process that must balance adequate tissue oxygenation against possible toxic effects of oxygen exposure. Investigation in computer assisted control of mechanical ventilation is increasing, although very few studies involve newborn infants. We have implemented a fuzzy controller for the adjustment of inspired oxygen concentration (FIO2) in ventilated newborns. The controller utilizes rules produced by neonatologists, and operates in real-time. A clinical trial of this controller is currently taking place in the neonatal intensive care unit (NICU) of Children's Hospital, Boston, MA. PMID:7950026
Challenges for Rule Systems on the Web
NASA Astrophysics Data System (ADS)
Hu, Yuh-Jong; Yeh, Ching-Long; Laun, Wolfgang
The RuleML Challenge started in 2007 with the objective of inspiring the issues of implementation for management, integration, interoperation and interchange of rules in an open distributed environment, such as the Web. Rules are usually classified as three types: deductive rules, normative rules, and reactive rules. The reactive rules are further classified as ECA rules and production rules. The study of combination rule and ontology is traced back to an earlier active rule system for relational and object-oriented (OO) databases. Recently, this issue has become one of the most important research problems in the Semantic Web. Once we consider a computer executable policy as a declarative set of rules and ontologies that guides the behavior of entities within a system, we have a flexible way to implement real world policies without rewriting the computer code, as we did before. Fortunately, we have de facto rule markup languages, such as RuleML or RIF to achieve the portability and interchange of rules for different rule systems. Otherwise, executing real-life rule-based applications on the Web is almost impossible. Several commercial or open source rule engines are available for the rule-based applications. However, we still need a standard rule language and benchmark for not only to compare the rule systems but also to measure the progress in the field. Finally, a number of real-life rule-based use cases will be investigated to demonstrate the applicability of current rule systems on the Web.
Biologically Inspired SNN for Robot Control.
Nichols, Eric; McDaid, Liam J; Siddique, Nazmul
2013-02-01
This paper proposes a spiking-neural-network-based robot controller inspired by the control structures of biological systems. Information is routed through the network using facilitating dynamic synapses with short-term plasticity. Learning occurs through long-term synaptic plasticity which is implemented using the temporal difference learning rule to enable the robot to learn to associate the correct movement with the appropriate input conditions. The network self-organizes to provide memories of environments that the robot encounters. A Pioneer robot simulator with laser and sonar proximity sensors is used to verify the performance of the network with a wall-following task, and the results are presented.
Nanoelectronic programmable synapses based on phase change materials for brain-inspired computing.
Kuzum, Duygu; Jeyasingh, Rakesh G D; Lee, Byoungil; Wong, H-S Philip
2012-05-09
Brain-inspired computing is an emerging field, which aims to extend the capabilities of information technology beyond digital logic. A compact nanoscale device, emulating biological synapses, is needed as the building block for brain-like computational systems. Here, we report a new nanoscale electronic synapse based on technologically mature phase change materials employed in optical data storage and nonvolatile memory applications. We utilize continuous resistance transitions in phase change materials to mimic the analog nature of biological synapses, enabling the implementation of a synaptic learning rule. We demonstrate different forms of spike-timing-dependent plasticity using the same nanoscale synapse with picojoule level energy consumption.
Cyr, André; Boukadoum, Mounir
2013-03-01
This paper presents a novel bio-inspired habituation function for robots under control by an artificial spiking neural network. This non-associative learning rule is modelled at the synaptic level and validated through robotic behaviours in reaction to different stimuli patterns in a dynamical virtual 3D world. Habituation is minimally represented to show an attenuated response after exposure to and perception of persistent external stimuli. Based on current neurosciences research, the originality of this rule includes modulated response to variable frequencies of the captured stimuli. Filtering out repetitive data from the natural habituation mechanism has been demonstrated to be a key factor in the attention phenomenon, and inserting such a rule operating at multiple temporal dimensions of stimuli increases a robot's adaptive behaviours by ignoring broader contextual irrelevant information.
Adaptive WTA with an analog VLSI neuromorphic learning chip.
Häfliger, Philipp
2007-03-01
In this paper, we demonstrate how a particular spike-based learning rule (where exact temporal relations between input and output spikes of a spiking model neuron determine the changes of the synaptic weights) can be tuned to express rate-based classical Hebbian learning behavior (where the average input and output spike rates are sufficient to describe the synaptic changes). This shift in behavior is controlled by the input statistic and by a single time constant. The learning rule has been implemented in a neuromorphic very large scale integration (VLSI) chip as part of a neurally inspired spike signal image processing system. The latter is the result of the European Union research project Convolution AER Vision Architecture for Real-Time (CAVIAR). Since it is implemented as a spike-based learning rule (which is most convenient in the overall spike-based system), even if it is tuned to show rate behavior, no explicit long-term average signals are computed on the chip. We show the rule's rate-based Hebbian learning ability in a classification task in both simulation and chip experiment, first with artificial stimuli and then with sensor input from the CAVIAR system.
Using "1 = 2" to Inspire and Learn
ERIC Educational Resources Information Center
Premadasa, Kirthi; Samaranayake, Geetha
2012-01-01
Mathematical fallacies have an embedded sense of awe and mystery that can be used effectively in a classroom to inspire students to tackle a fallacy and find the "hidden" violation. In doing so, the student may discover the consequence of a rule violation in a stimulating manner, thus making a lasting impact of the rule as well as providing the…
Rule-based topology system for spatial databases to validate complex geographic datasets
NASA Astrophysics Data System (ADS)
Martinez-Llario, J.; Coll, E.; Núñez-Andrés, M.; Femenia-Ribera, C.
2017-06-01
A rule-based topology software system providing a highly flexible and fast procedure to enforce integrity in spatial relationships among datasets is presented. This improved topology rule system is built over the spatial extension Jaspa. Both projects are open source, freely available software developed by the corresponding author of this paper. Currently, there is no spatial DBMS that implements a rule-based topology engine (considering that the topology rules are designed and performed in the spatial backend). If the topology rules are applied in the frontend (as in many GIS desktop programs), ArcGIS is the most advanced solution. The system presented in this paper has several major advantages over the ArcGIS approach: it can be extended with new topology rules, it has a much wider set of rules, and it can mix feature attributes with topology rules as filters. In addition, the topology rule system can work with various DBMSs, including PostgreSQL, H2 or Oracle, and the logic is performed in the spatial backend. The proposed topology system allows users to check the complex spatial relationships among features (from one or several spatial layers) that require some complex cartographic datasets, such as the data specifications proposed by INSPIRE in Europe and the Land Administration Domain Model (LADM) for Cadastral data.
NASA Astrophysics Data System (ADS)
Wang, Laiyuan; Wang, Zhiyong; Lin, Jinyi; Yang, Jie; Xie, Linghai; Yi, Mingdong; Li, Wen; Ling, Haifeng; Ou, Changjin; Huang, Wei
2016-10-01
Most simulations of neuroplasticity in memristors, which are potentially used to develop artificial synapses, are confined to the basic biological Hebbian rules. However, the simplex rules potentially can induce excessive excitation/inhibition, even collapse of neural activities, because they neglect the properties of long-term homeostasis involved in the frameworks of realistic neural networks. Here, we develop organic CuPc-based memristors of which excitatory and inhibitory conductivities can implement both Hebbian rules and homeostatic plasticity, complementary to Hebbian patterns and conductive to the long-term homeostasis. In another adaptive situation for homeostasis, in thicker samples, the overall excitement under periodic moderate stimuli tends to decrease and be recovered under intense inputs. Interestingly, the prototypes can be equipped with bio-inspired habituation and sensitization functions outperforming the conventional simplified algorithms. They mutually regulate each other to obtain the homeostasis. Therefore, we develop a novel versatile memristor with advanced synaptic homeostasis for comprehensive neural functions.
NASA Astrophysics Data System (ADS)
Hogri, Roni; Bamford, Simeon A.; Taub, Aryeh H.; Magal, Ari; Giudice, Paolo Del; Mintz, Matti
2015-02-01
Neuroprostheses could potentially recover functions lost due to neural damage. Typical neuroprostheses connect an intact brain with the external environment, thus replacing damaged sensory or motor pathways. Recently, closed-loop neuroprostheses, bidirectionally interfaced with the brain, have begun to emerge, offering an opportunity to substitute malfunctioning brain structures. In this proof-of-concept study, we demonstrate a neuro-inspired model-based approach to neuroprostheses. A VLSI chip was designed to implement essential cerebellar synaptic plasticity rules, and was interfaced with cerebellar input and output nuclei in real time, thus reproducing cerebellum-dependent learning in anesthetized rats. Such a model-based approach does not require prior system identification, allowing for de novo experience-based learning in the brain-chip hybrid, with potential clinical advantages and limitations when compared to existing parametric ``black box'' models.
User-driven generation of standard data services
NASA Astrophysics Data System (ADS)
Díaz, Laura; Granell, Carlos; Gould, Michael; Huerta, Joaquín.
2010-05-01
Geospatial Information systems are experiencing the shift from monolithic to distributed environments (Bernard, 2003). Current research trends for discover and access of geospatial resources, in these distributed environments, are being addressed by deployment of interconnected Spatial Data Infrastructure (SDI) nodes at different scales to build a global spatial information infrastructure (Masser et al., 2008; Rajabifard et al., 2002). One of the challenges for implementing these global and multiscale SDIs is to agree with common standards in consideration with heterogeneity of various stakeholders [Masser 2005]. In Europe, the European Commission took the INSPIRE initiative to monitor the development of European SDIs. INSPIRE Directive addresses the need for web services to discover, view, transform, invoke, and download geospatial resources, which enable various stakeholders to share resources in an interoperable manner [INSPIRE 2007]. Such web services require technical specifications for the interoperability and harmonization of their SDIs [INSPIRE 2007]. Moreover, interoperability is ensured by a number of specification efforts, in the geo domain most prominently by ISO/TC 211 and the OpenGIS Consortium (OGC) (Bernard, 2003). Other research challenges regarding SDI are on one hand how to handle complexity by users in charge of maintaining SDIs as they grow, and on the other hand the fact the SDI maintenance and evolution should be guided (Bejar et al, 2009). So there is a motivation to improve the complex deployment mechanisms in SDI since there is a need of expertise and time to deploy resources and integrate them by means of standard services. In this context we present an architecture following the INSPIRE technical guidelines and therefore based on SDI principles. This architecture supports distributed applications and provides components to assist users in deploying and updating SDI resources. Therefore mechanisms and components for the automatic generation and publication of standard geospatial are proposed. These mechanisms deal with the fact of hiding the underlying technology and let stakeholders wrap resources as standard services to share these resources in a transparent manner. These components are integrated in our architecture within the Service Framework node (module). PIC Figure 1: Figure 1. Architecture components diagram Figure 1 shows the components of the architecture: The Application Node provides the entry point for users to run distributed applications. This software component has the user interface and the application logic. The Service Connector component provides the ability to connect to the services available in the middleware layer of SDI. This node acts as a socket to OGC Web Services. For instance we appreciate the WMS component implementing the OGC WMS specification as it is the standard recommended by the INSPIRE implementation rules as View Service Type.The Service Framework node contains several components. The Service Framework main functionality is to assist users in wrapping and sharing geospatial resources. It implements the proposed mechanisms to improve the availability and visibility of geospatial resources. The main components of this framework are the Data wrapper, the Process Wrapper and the Service Publisher. The Data Wrapper and Process Wrapper components guide users to wrap data and tools as standard services according with INSPIRE implementing rules (availability). The Service Publisher component aims at creating service metadata and publishing them in catalogues (visibility). Roughly speaking, all of these components are concerned with the idea of acting as a service generator and publisher, i.e., they get a resource (data or process) and return an INSPIRE service that will be published in catalogue services. References Béjar, R., Latre, M. Á., Nogueras-Iso, J., Muro-Medrano, P. R., Zarazaga-Soria, F. J. 2009. International Journal of Geographical Information Science, 23(3), 271-294. Bernard, L, U Einspanier, M Lutz & C Portele. Interoperability in GI Service Chains The Way Forward. In: M. Gould, R. Laurini & S. Coulondre (Eds.). 6th AGILE Conference on Geographic Information Science 2003, Lyon: 179-188. INSPIRE. Directive 2007/2/EC of the European Parliament and of the Council of 14 March 2007 establishing an Infrastructure for Spatial Information in the European Community. (2007) Masser, I. GIS Worlds: Creating Spatial Data Infrastructures. Redlands, California. ESRI Press. (2005) Masser, I., Rajabifard, A., Williamson, I. 2008. Spatially enabling governments through SDI implementation. International Journal of Geographical Information Science. Vol. 22, No. 1, (2008) 5-20 Rajabifard, A., Feeney, M-E. F., Williamson, I. P. 2002. Future directions for SDI development. International Journal of Applied Earth Observation and Geoinformation 4 (2002) 11-22
Mirrored STDP Implements Autoencoder Learning in a Network of Spiking Neurons.
Burbank, Kendra S
2015-12-01
The autoencoder algorithm is a simple but powerful unsupervised method for training neural networks. Autoencoder networks can learn sparse distributed codes similar to those seen in cortical sensory areas such as visual area V1, but they can also be stacked to learn increasingly abstract representations. Several computational neuroscience models of sensory areas, including Olshausen & Field's Sparse Coding algorithm, can be seen as autoencoder variants, and autoencoders have seen extensive use in the machine learning community. Despite their power and versatility, autoencoders have been difficult to implement in a biologically realistic fashion. The challenges include their need to calculate differences between two neuronal activities and their requirement for learning rules which lead to identical changes at feedforward and feedback connections. Here, we study a biologically realistic network of integrate-and-fire neurons with anatomical connectivity and synaptic plasticity that closely matches that observed in cortical sensory areas. Our choice of synaptic plasticity rules is inspired by recent experimental and theoretical results suggesting that learning at feedback connections may have a different form from learning at feedforward connections, and our results depend critically on this novel choice of plasticity rules. Specifically, we propose that plasticity rules at feedforward versus feedback connections are temporally opposed versions of spike-timing dependent plasticity (STDP), leading to a symmetric combined rule we call Mirrored STDP (mSTDP). We show that with mSTDP, our network follows a learning rule that approximately minimizes an autoencoder loss function. When trained with whitened natural image patches, the learned synaptic weights resemble the receptive fields seen in V1. Our results use realistic synaptic plasticity rules to show that the powerful autoencoder learning algorithm could be within the reach of real biological networks.
Mirrored STDP Implements Autoencoder Learning in a Network of Spiking Neurons
Burbank, Kendra S.
2015-01-01
The autoencoder algorithm is a simple but powerful unsupervised method for training neural networks. Autoencoder networks can learn sparse distributed codes similar to those seen in cortical sensory areas such as visual area V1, but they can also be stacked to learn increasingly abstract representations. Several computational neuroscience models of sensory areas, including Olshausen & Field’s Sparse Coding algorithm, can be seen as autoencoder variants, and autoencoders have seen extensive use in the machine learning community. Despite their power and versatility, autoencoders have been difficult to implement in a biologically realistic fashion. The challenges include their need to calculate differences between two neuronal activities and their requirement for learning rules which lead to identical changes at feedforward and feedback connections. Here, we study a biologically realistic network of integrate-and-fire neurons with anatomical connectivity and synaptic plasticity that closely matches that observed in cortical sensory areas. Our choice of synaptic plasticity rules is inspired by recent experimental and theoretical results suggesting that learning at feedback connections may have a different form from learning at feedforward connections, and our results depend critically on this novel choice of plasticity rules. Specifically, we propose that plasticity rules at feedforward versus feedback connections are temporally opposed versions of spike-timing dependent plasticity (STDP), leading to a symmetric combined rule we call Mirrored STDP (mSTDP). We show that with mSTDP, our network follows a learning rule that approximately minimizes an autoencoder loss function. When trained with whitened natural image patches, the learned synaptic weights resemble the receptive fields seen in V1. Our results use realistic synaptic plasticity rules to show that the powerful autoencoder learning algorithm could be within the reach of real biological networks. PMID:26633645
Enabling conformity to international standards within SeaDataNet
NASA Astrophysics Data System (ADS)
Schaap, Dick M. A.; Boldrini, Enrico; de Korte, Arjen; Santoro, Mattia; Manzella, Giuseppe; Nativi, Stefano
2010-05-01
SeaDataNet objective is to construct a standardized system for managing the large and diverse data sets collected by the oceanographic fleets and the new automatic observation systems. The aim is to network and enhance the currently existing infrastructures, which are the national oceanographic data centres and satellite data centres of 36 countries, active in data collection. The networking of these professional data centres, in a unique virtual data management system will provide integrated data sets of standardized quality on-line. The Common Data Index (CDI) is the middleware service adopted by SeaDataNet for discovery and access of the available data. In order to develop an interoperable and effective system, the use of international de facto and de jure standards is required. In particular the new goal object of this presentation is to introduce and discuss the solutions for making SeaDataNet compliant with the European Union (EU) INSPIRE directive and in particular with its Implementing Rules (IR). The European INSPIRE directive aims to rule the creation of an European Spatial Data Infrastructure (ESDI). This will enable the sharing of environmental spatial information among public sector organisations and better facilitate public access to spatial information across Europe. To ensure that the spatial data infrastructures of the European Member States are compatible and usable in a community and transboundary context, the directive requires that common IRs are adopted in a number of specific areas (Metadata, Data Specifications, Network Services, Data and Service Sharing and Monitoring and Reporting). Often the use of already approved digital geographic information standards is mandated, drawing from international organizations like the Open Geospatial Consortium (OGC) and the International Organization for Standardization (ISO), the latter by means of its Technical Committee 211 (ISO/TC 211). In the context of geographic data discovery a set of mandatory metadata information is identified by INSPIRE metadata regulations and recommended implementations appear in IRs, in particular the use of ISO 19139 Application Profile (ISO AP) of OGC Catalogue Service for the Web 2.0.2 (CSW), as well as the use of ISO19139 XML schemas (along with additional constraints) to encode and distribute the required INSPIRE metadata. SeaDataNet started its work in 2006, basing its metadata schema upon the ISO 19115 DTD, the available schema at that time. Overtime this was replaced with the present CDI v.1 XML schema, based on ISO 19115 abstract model with community specific features and constraints. In order to assure the INSPIRE conformity a GI-cat based solution was developed. GI-cat is a broker service able to mediate from different metadata sources and publish them through a consistent and unified interface. In this case GI-cat is used as a front end to the SeaDataNet portal publishing the available data, based on CDI v.1, through a CSW AP ISO interface. The first step consisted in the precise definition of a community profile of ISO19115, containing both INSPIRE and CDI driven constraints and extensions. This abstract model is ready to be implemented both in CDI v.1 and in ISO 19139; to this aim, guidelines were drafted. Then a mapping from the CDI v.1 to the ISO 19139 implementation was ready to be produced. The work resulted in the creation of a new CDI accessor within GI-cat. These type of components play the role of data model mediators within the framework. While a replacement of the CDI v.1 format with the ISO 19139 solution is planned for SeaDataNet in the future, this front-end solution make data discovery readily effective by clients within the INSPIRE community.
A new pattern associative memory model for image recognition based on Hebb rules and dot product
NASA Astrophysics Data System (ADS)
Gao, Mingyue; Deng, Limiao; Wang, Yanjiang
2018-04-01
A great number of associative memory models have been proposed to realize information storage and retrieval inspired by human brain in the last few years. However, there is still much room for improvement for those models. In this paper, we extend a binary pattern associative memory model to accomplish real-world image recognition. The learning process is based on the fundamental Hebb rules and the retrieval is implemented by a normalized dot product operation. Our proposed model can not only fulfill rapid memory storage and retrieval for visual information but also have the ability on incremental learning without destroying the previous learned information. Experimental results demonstrate that our model outperforms the existing Self-Organizing Incremental Neural Network (SOINN) and Back Propagation Neuron Network (BPNN) on recognition accuracy and time efficiency.
Cyr, André; Boukadoum, Mounir; Thériault, Frédéric
2014-01-01
In this paper, we investigate the operant conditioning (OC) learning process within a bio-inspired paradigm, using artificial spiking neural networks (ASNN) to act as robot brain controllers. In biological agents, OC results in behavioral changes learned from the consequences of previous actions, based on progressive prediction adjustment from rewarding or punishing signals. In a neurorobotics context, virtual and physical autonomous robots may benefit from a similar learning skill when facing unknown and unsupervised environments. In this work, we demonstrate that a simple invariant micro-circuit can sustain OC in multiple learning scenarios. The motivation for this new OC implementation model stems from the relatively complex alternatives that have been described in the computational literature and recent advances in neurobiology. Our elementary kernel includes only a few crucial neurons, synaptic links and originally from the integration of habituation and spike-timing dependent plasticity as learning rules. Using several tasks of incremental complexity, our results show that a minimal neural component set is sufficient to realize many OC procedures. Hence, with the proposed OC module, designing learning tasks with an ASNN and a bio-inspired robot context leads to simpler neural architectures for achieving complex behaviors. PMID:25120464
Cyr, André; Boukadoum, Mounir; Thériault, Frédéric
2014-01-01
In this paper, we investigate the operant conditioning (OC) learning process within a bio-inspired paradigm, using artificial spiking neural networks (ASNN) to act as robot brain controllers. In biological agents, OC results in behavioral changes learned from the consequences of previous actions, based on progressive prediction adjustment from rewarding or punishing signals. In a neurorobotics context, virtual and physical autonomous robots may benefit from a similar learning skill when facing unknown and unsupervised environments. In this work, we demonstrate that a simple invariant micro-circuit can sustain OC in multiple learning scenarios. The motivation for this new OC implementation model stems from the relatively complex alternatives that have been described in the computational literature and recent advances in neurobiology. Our elementary kernel includes only a few crucial neurons, synaptic links and originally from the integration of habituation and spike-timing dependent plasticity as learning rules. Using several tasks of incremental complexity, our results show that a minimal neural component set is sufficient to realize many OC procedures. Hence, with the proposed OC module, designing learning tasks with an ASNN and a bio-inspired robot context leads to simpler neural architectures for achieving complex behaviors.
Suen, Jonathan Y; Navlakha, Saket
2017-05-01
Controlling the flow and routing of data is a fundamental problem in many distributed networks, including transportation systems, integrated circuits, and the Internet. In the brain, synaptic plasticity rules have been discovered that regulate network activity in response to environmental inputs, which enable circuits to be stable yet flexible. Here, we develop a new neuro-inspired model for network flow control that depends only on modifying edge weights in an activity-dependent manner. We show how two fundamental plasticity rules, long-term potentiation and long-term depression, can be cast as a distributed gradient descent algorithm for regulating traffic flow in engineered networks. We then characterize, both by simulation and analytically, how different forms of edge-weight-update rules affect network routing efficiency and robustness. We find a close correspondence between certain classes of synaptic weight update rules derived experimentally in the brain and rules commonly used in engineering, suggesting common principles to both.
Meshing complex macro-scale objects into self-assembling bricks
Hacohen, Adar; Hanniel, Iddo; Nikulshin, Yasha; Wolfus, Shuki; Abu-Horowitz, Almogit; Bachelet, Ido
2015-01-01
Self-assembly provides an information-economical route to the fabrication of objects at virtually all scales. However, there is no known algorithm to program self-assembly in macro-scale, solid, complex 3D objects. Here such an algorithm is described, which is inspired by the molecular assembly of DNA, and based on bricks designed by tetrahedral meshing of arbitrary objects. Assembly rules are encoded by topographic cues imprinted on brick faces while attraction between bricks is provided by embedded magnets. The bricks can then be mixed in a container and agitated, leading to properly assembled objects at high yields and zero errors. The system and its assembly dynamics were characterized by video and audio analysis, enabling the precise time- and space-resolved characterization of its performance and accuracy. Improved designs inspired by our system could lead to successful implementation of self-assembly at the macro-scale, allowing rapid, on-demand fabrication of objects without the need for assembly lines. PMID:26226488
Designing collective behavior in a termite-inspired robot construction team.
Werfel, Justin; Petersen, Kirstin; Nagpal, Radhika
2014-02-14
Complex systems are characterized by many independent components whose low-level actions produce collective high-level results. Predicting high-level results given low-level rules is a key open challenge; the inverse problem, finding low-level rules that give specific outcomes, is in general still less understood. We present a multi-agent construction system inspired by mound-building termites, solving such an inverse problem. A user specifies a desired structure, and the system automatically generates low-level rules for independent climbing robots that guarantee production of that structure. Robots use only local sensing and coordinate their activity via the shared environment. We demonstrate the approach via a physical realization with three autonomous climbing robots limited to onboard sensing. This work advances the aim of engineering complex systems that achieve specific human-designed goals.
A baker's dozen of new particle flows for nonlinear filters, Bayesian decisions and transport
NASA Astrophysics Data System (ADS)
Daum, Fred; Huang, Jim
2015-05-01
We describe a baker's dozen of new particle flows to compute Bayes' rule for nonlinear filters, Bayesian decisions and learning as well as transport. Several of these new flows were inspired by transport theory, but others were inspired by physics or statistics or Markov chain Monte Carlo methods.
Forty years of Clar's aromatic π-sextet rule
Solà, Miquel
2013-01-01
In 1972 Erich Clar formulated his aromatic π-sextet rule that allows discussing qualitatively the aromatic character of benzenoid species. Now, 40 years later, Clar's aromatic π-sextet rule is still a source of inspiration for many chemists. This simple rule has been validated both experimentally and theoretically. In this review, we select some particular examples to highlight the achievement of Clar's aromatic π-sextet rule in many situations and we discuss two recent successful cases of its application. PMID:24790950
Design of a bio-inspired controller for dynamic soaring in a simulated unmanned aerial vehicle.
Barate, Renaud; Doncieux, Stéphane; Meyer, Jean-Arcady
2006-09-01
This paper is inspired by the way birds such as albatrosses are able to exploit wind gradients at the surface of the ocean for staying aloft for very long periods while minimizing their energy expenditure. The corresponding behaviour has been partially reproduced here via a set of Takagi-Sugeno-Kang fuzzy rules controlling a simulated glider. First, the rules were hand-designed. Then, they were optimized with an evolutionary algorithm that improved their efficiency at coping with challenging conditions. Finally, the robustness properties of the controller generated were assessed with a view to its applicability to a real platform.
Yurtkuran, Alkın; Emel, Erdal
2016-01-01
The artificial bee colony (ABC) algorithm is a popular swarm based technique, which is inspired from the intelligent foraging behavior of honeybee swarms. This paper proposes a new variant of ABC algorithm, namely, enhanced ABC with solution acceptance rule and probabilistic multisearch (ABC-SA) to address global optimization problems. A new solution acceptance rule is proposed where, instead of greedy selection between old solution and new candidate solution, worse candidate solutions have a probability to be accepted. Additionally, the acceptance probability of worse candidates is nonlinearly decreased throughout the search process adaptively. Moreover, in order to improve the performance of the ABC and balance the intensification and diversification, a probabilistic multisearch strategy is presented. Three different search equations with distinctive characters are employed using predetermined search probabilities. By implementing a new solution acceptance rule and a probabilistic multisearch approach, the intensification and diversification performance of the ABC algorithm is improved. The proposed algorithm has been tested on well-known benchmark functions of varying dimensions by comparing against novel ABC variants, as well as several recent state-of-the-art algorithms. Computational results show that the proposed ABC-SA outperforms other ABC variants and is superior to state-of-the-art algorithms proposed in the literature.
Engineering incremental resistive switching in TaOx based memristors for brain-inspired computing
NASA Astrophysics Data System (ADS)
Wang, Zongwei; Yin, Minghui; Zhang, Teng; Cai, Yimao; Wang, Yangyuan; Yang, Yuchao; Huang, Ru
2016-07-01
Brain-inspired neuromorphic computing is expected to revolutionize the architecture of conventional digital computers and lead to a new generation of powerful computing paradigms, where memristors with analog resistive switching are considered to be potential solutions for synapses. Here we propose and demonstrate a novel approach to engineering the analog switching linearity in TaOx based memristors, that is, by homogenizing the filament growth/dissolution rate via the introduction of an ion diffusion limiting layer (DLL) at the TiN/TaOx interface. This has effectively mitigated the commonly observed two-regime conductance modulation behavior and led to more uniform filament growth (dissolution) dynamics with time, therefore significantly improving the conductance modulation linearity that is desirable in neuromorphic systems. In addition, the introduction of the DLL also served to reduce the power consumption of the memristor, and important synaptic learning rules in biological brains such as spike timing dependent plasticity were successfully implemented using these optimized devices. This study could provide general implications for continued optimizations of memristor performance for neuromorphic applications, by carefully tuning the dynamics involved in filament growth and dissolution.Brain-inspired neuromorphic computing is expected to revolutionize the architecture of conventional digital computers and lead to a new generation of powerful computing paradigms, where memristors with analog resistive switching are considered to be potential solutions for synapses. Here we propose and demonstrate a novel approach to engineering the analog switching linearity in TaOx based memristors, that is, by homogenizing the filament growth/dissolution rate via the introduction of an ion diffusion limiting layer (DLL) at the TiN/TaOx interface. This has effectively mitigated the commonly observed two-regime conductance modulation behavior and led to more uniform filament growth (dissolution) dynamics with time, therefore significantly improving the conductance modulation linearity that is desirable in neuromorphic systems. In addition, the introduction of the DLL also served to reduce the power consumption of the memristor, and important synaptic learning rules in biological brains such as spike timing dependent plasticity were successfully implemented using these optimized devices. This study could provide general implications for continued optimizations of memristor performance for neuromorphic applications, by carefully tuning the dynamics involved in filament growth and dissolution. Electronic supplementary information (ESI) available. See DOI: 10.1039/c6nr00476h
Climate change and food security in East Asia.
Su, Yi-Yuan; Weng, Yi-Hao; Chiu, Ya-Wen
2009-01-01
Climate change causes serious food security risk for East Asian countries. The United Nations Framework Convention on Climate Change (UNFCCC) has recognized that the climate change will impact agriculture and all nations should prepare adaptations to the impacts on food security. This article reviews the context of adaptation rules and current policy development in East Asian region. The UNFCCC and Kyoto Protocol have established specific rules for countries to develop national or regional adaptation policies and measurements. The current development of the ASEAN Strategic Plan on food security is inspiring, but the commitments to implementation by its members remain an issue of concern. We suggest that the UNFCCC enhances co-operation with the Food and Agriculture Organization (FAO) and other international organizations to further develop methodologies and technologies for all parties. Our findings suggest that agriculture is one of the most vulnerable sectors in terms of risks associated with climate change and distinct programmatic initiatives are necessary. It's imperative to promote co-operation among multilateral organizations, including the UNFCCC, FAO, World Health Organization, and others.
A cellular automata based FPGA realization of a new metaheuristic bat-inspired algorithm
NASA Astrophysics Data System (ADS)
Progias, Pavlos; Amanatiadis, Angelos A.; Spataro, William; Trunfio, Giuseppe A.; Sirakoulis, Georgios Ch.
2016-10-01
Optimization algorithms are often inspired by processes occuring in nature, such as animal behavioral patterns. The main concern with implementing such algorithms in software is the large amounts of processing power they require. In contrast to software code, that can only perform calculations in a serial manner, an implementation in hardware, exploiting the inherent parallelism of single-purpose processors, can prove to be much more efficient both in speed and energy consumption. Furthermore, the use of Cellular Automata (CA) in such an implementation would be efficient both as a model for natural processes, as well as a computational paradigm implemented well on hardware. In this paper, we propose a VHDL implementation of a metaheuristic algorithm inspired by the echolocation behavior of bats. More specifically, the CA model is inspired by the metaheuristic algorithm proposed earlier in the literature, which could be considered at least as efficient than other existing optimization algorithms. The function of the FPGA implementation of our algorithm is explained in full detail and results of our simulations are also demonstrated.
Knowledge, Difference, and Power: Essays Inspired by "Women's Ways of Knowing."
ERIC Educational Resources Information Center
Goldberger, Nancy Rule, Ed.; Tarule, Jill Mattuck, Ed.; Clinchy, Blythe McVicker, Ed.; Belenky, Mary Field, Ed.
This book contains 14 essays exploring how the theory of women's psychology, development, and ways of knowing has developed during the past decade. The following essays are included: "The Beginning of the Story: Collaboration and Separation" (Nancy Rule Goldberger); "Looking Backward, Looking Forward" (Nancy Rule Goldberger);…
Argoball: A Dynamic-Rules Game for Teaching Striking-and-Fielding Game Tactics
ERIC Educational Resources Information Center
Todorovich, John R.; Fox, James P.; Ryan, Stuart; Todorovich, Sarah W.
2008-01-01
Physical educators using the teaching games for understanding (TGFU) approach employ modified game forms to teach children skills and tactics. Inspired by Danish Longball, "Argoball" is a dynamic-rules game that teachers interested in the TGFU model use to help their students develop effective skills and tactics to better participate in…
The Utility of Implicit Learning in the Teaching of Rules
ERIC Educational Resources Information Center
Saetrevik, Bjorn; Reber, Rolf; Sannum, Petter
2006-01-01
The potential impact of implicit learning on education has been repeatedly stressed, though little research has examined this connection directly. The current paper describes two experiments that, inspired by artificial grammar learning experiments, examine the utility of implicit learning as a method for teaching atomic bonding rules to 11-12…
Increasing organ donation via changes in the default choice or allocation rule
Li, Danyang; Hawley, Zackary; Schnier, Kurt
2013-01-01
This research utilizes a laboratory experiment to evaluate the effectiveness of alternative public policies targeted at increasing the rate of deceased donor organ donation. The experiment includes treatments across different default choices and organ allocation rules inspired by the donor registration systems applied in different countries. Our results indicate that the opt-out with priority rule system generates the largest increase in organ donation relative to an opt-in only program. However, sizeable gains are achievable using either a priority rule or opt-out program separately, with the opt-out rule generating approximately 80% of the benefits achieved under a priority rule program. PMID:24135615
Bio-Inspired Neural Model for Learning Dynamic Models
NASA Technical Reports Server (NTRS)
Duong, Tuan; Duong, Vu; Suri, Ronald
2009-01-01
A neural-network mathematical model that, relative to prior such models, places greater emphasis on some of the temporal aspects of real neural physical processes, has been proposed as a basis for massively parallel, distributed algorithms that learn dynamic models of possibly complex external processes by means of learning rules that are local in space and time. The algorithms could be made to perform such functions as recognition and prediction of words in speech and of objects depicted in video images. The approach embodied in this model is said to be "hardware-friendly" in the following sense: The algorithms would be amenable to execution by special-purpose computers implemented as very-large-scale integrated (VLSI) circuits that would operate at relatively high speeds and low power demands.
NASA Astrophysics Data System (ADS)
Lu, Ke; Li, Yi; He, Wei-Fan; Chen, Jia; Zhou, Ya-Xiong; Duan, Nian; Jin, Miao-Miao; Gu, Wei; Xue, Kan-Hao; Sun, Hua-Jun; Miao, Xiang-Shui
2018-06-01
Memristors have emerged as promising candidates for artificial synaptic devices, serving as the building block of brain-inspired neuromorphic computing. In this letter, we developed a Pt/HfO x /Ti memristor with nonvolatile multilevel resistive switching behaviors due to the evolution of the conductive filaments and the variation in the Schottky barrier. Diverse state-dependent spike-timing-dependent-plasticity (STDP) functions were implemented with different initial resistance states. The measured STDP forms were adopted as the learning rule for a three-layer spiking neural network which achieves a 75.74% recognition accuracy for MNIST handwritten digit dataset. This work has shown the capability of memristive synapse in spiking neural networks for pattern recognition application.
An insect-inspired model for visual binding II: functional analysis and visual attention.
Northcutt, Brandon D; Higgins, Charles M
2017-04-01
We have developed a neural network model capable of performing visual binding inspired by neuronal circuitry in the optic glomeruli of flies: a brain area that lies just downstream of the optic lobes where early visual processing is performed. This visual binding model is able to detect objects in dynamic image sequences and bind together their respective characteristic visual features-such as color, motion, and orientation-by taking advantage of their common temporal fluctuations. Visual binding is represented in the form of an inhibitory weight matrix which learns over time which features originate from a given visual object. In the present work, we show that information represented implicitly in this weight matrix can be used to explicitly count the number of objects present in the visual image, to enumerate their specific visual characteristics, and even to create an enhanced image in which one particular object is emphasized over others, thus implementing a simple form of visual attention. Further, we present a detailed analysis which reveals the function and theoretical limitations of the visual binding network and in this context describe a novel network learning rule which is optimized for visual binding.
Event-Driven Random Back-Propagation: Enabling Neuromorphic Deep Learning Machines
Neftci, Emre O.; Augustine, Charles; Paul, Somnath; Detorakis, Georgios
2017-01-01
An ongoing challenge in neuromorphic computing is to devise general and computationally efficient models of inference and learning which are compatible with the spatial and temporal constraints of the brain. One increasingly popular and successful approach is to take inspiration from inference and learning algorithms used in deep neural networks. However, the workhorse of deep learning, the gradient descent Gradient Back Propagation (BP) rule, often relies on the immediate availability of network-wide information stored with high-precision memory during learning, and precise operations that are difficult to realize in neuromorphic hardware. Remarkably, recent work showed that exact backpropagated gradients are not essential for learning deep representations. Building on these results, we demonstrate an event-driven random BP (eRBP) rule that uses an error-modulated synaptic plasticity for learning deep representations. Using a two-compartment Leaky Integrate & Fire (I&F) neuron, the rule requires only one addition and two comparisons for each synaptic weight, making it very suitable for implementation in digital or mixed-signal neuromorphic hardware. Our results show that using eRBP, deep representations are rapidly learned, achieving classification accuracies on permutation invariant datasets comparable to those obtained in artificial neural network simulations on GPUs, while being robust to neural and synaptic state quantizations during learning. PMID:28680387
Event-Driven Random Back-Propagation: Enabling Neuromorphic Deep Learning Machines.
Neftci, Emre O; Augustine, Charles; Paul, Somnath; Detorakis, Georgios
2017-01-01
An ongoing challenge in neuromorphic computing is to devise general and computationally efficient models of inference and learning which are compatible with the spatial and temporal constraints of the brain. One increasingly popular and successful approach is to take inspiration from inference and learning algorithms used in deep neural networks. However, the workhorse of deep learning, the gradient descent Gradient Back Propagation (BP) rule, often relies on the immediate availability of network-wide information stored with high-precision memory during learning, and precise operations that are difficult to realize in neuromorphic hardware. Remarkably, recent work showed that exact backpropagated gradients are not essential for learning deep representations. Building on these results, we demonstrate an event-driven random BP (eRBP) rule that uses an error-modulated synaptic plasticity for learning deep representations. Using a two-compartment Leaky Integrate & Fire (I&F) neuron, the rule requires only one addition and two comparisons for each synaptic weight, making it very suitable for implementation in digital or mixed-signal neuromorphic hardware. Our results show that using eRBP, deep representations are rapidly learned, achieving classification accuracies on permutation invariant datasets comparable to those obtained in artificial neural network simulations on GPUs, while being robust to neural and synaptic state quantizations during learning.
Preparing Teachers for New Standards: From Content in Core Disciplines to Disciplinary Practices
ERIC Educational Resources Information Center
Boyle, Justin D.; Svihla, Vanessa; Tyson, Kersti; Bowers, Hannah; Buntjer, Jennifer; Garcia-Olp, Michelle; Kvam, Nicholas; Sample, Stephanie
2013-01-01
There are many barriers to the implementation of new practice standards. To implement practices that both prepare and inspire their students, preservice teachers need opportunities to enact reform practices: to prepare and be inspired themselves. These opportunities are found in students' content courses, methods courses, and field placements. In…
Deep learning based state recognition of substation switches
NASA Astrophysics Data System (ADS)
Wang, Jin
2018-06-01
Different from the traditional method which recognize the state of substation switches based on the running rules of electrical power system, this work proposes a novel convolutional neuron network-based state recognition approach of substation switches. Inspired by the theory of transfer learning, we first establish a convolutional neuron network model trained on the large-scale image set ILSVRC2012, then the restricted Boltzmann machine is employed to replace the full connected layer of the convolutional neuron network and trained on our small image dataset of 110kV substation switches to get a stronger model. Experiments conducted on our image dataset of 110kV substation switches show that, the proposed approach can be applicable to the substation to reduce the running cost and implement the real unattended operation.
Evaluation of the socialist health policy in Greece.
Tsalikis, G
1988-01-01
Following seven years of military rule and seven years of "democratic restoration" under the Right, Greece is now sailing under the flag of the Panhellenic Socialist Movement (PASOK). The Movement was inspired by the ideals of participatory democracy and socialization of the economy and of social services. A central part of socialist planning brought about the National Health System Act (1983) and related legislation intended to universalize health care, remove disparities, and restrict the private sector. It is argued here that the implementation of PASOK's statutory reforms in this field, as in others, will be subject to its ability to transform traditional patterns of production and consumption. As is now increasingly understood, it is hard to plan for socialism on the basis of wants provisions and patterns of consumption established under capitalism.
Multiagent optimization system for solving the traveling salesman problem (TSP).
Xie, Xiao-Feng; Liu, Jiming
2009-04-01
The multiagent optimization system (MAOS) is a nature-inspired method, which supports cooperative search by the self-organization of a group of compact agents situated in an environment with certain sharing public knowledge. Moreover, each agent in MAOS is an autonomous entity with personal declarative memory and behavioral components. In this paper, MAOS is refined for solving the traveling salesman problem (TSP), which is a classic hard computational problem. Based on a simplified MAOS version, in which each agent manipulates on extremely limited declarative knowledge, some simple and efficient components for solving TSP, including two improving heuristics based on a generalized edge assembly recombination, are implemented. Compared with metaheuristics in adaptive memory programming, MAOS is particularly suitable for supporting cooperative search. The experimental results on two TSP benchmark data sets show that MAOS is competitive as compared with some state-of-the-art algorithms, including the Lin-Kernighan-Helsgaun, IBGLK, PHGA, etc., although MAOS does not use any explicit local search during the runtime. The contributions of MAOS components are investigated. It indicates that certain clues can be positive for making suitable selections before time-consuming computation. More importantly, it shows that the cooperative search of agents can achieve an overall good performance with a macro rule in the switch mode, which deploys certain alternate search rules with the offline performance in negative correlations. Using simple alternate rules may prevent the high difficulty of seeking an omnipotent rule that is efficient for a large data set.
A plant-inspired robot with soft differential bending capabilities.
Sadeghi, A; Mondini, A; Del Dottore, E; Mattoli, V; Beccai, L; Taccola, S; Lucarotti, C; Totaro, M; Mazzolai, B
2016-12-20
We present the design and development of a plant-inspired robot, named Plantoid, with sensorized robotic roots. Natural roots have a multi-sensing capability and show a soft bending behaviour to follow or escape from various environmental parameters (i.e., tropisms). Analogously, we implement soft bending capabilities in our robotic roots by designing and integrating soft spring-based actuation (SSBA) systems using helical springs to transmit the motor power in a compliant manner. Each robotic tip integrates four different sensors, including customised flexible touch and innovative humidity sensors together with commercial gravity and temperature sensors. We show how the embedded sensing capabilities together with a root-inspired control algorithm lead to the implementation of tropic behaviours. Future applications for such plant-inspired technologies include soil monitoring and exploration, useful for agriculture and environmental fields.
Definition of a CDI metadata profile and its ISO 19139 based encoding
NASA Astrophysics Data System (ADS)
Boldrini, Enrico; de Korte, Arjen; Santoro, Mattia; Schaap, Dick M. A.; Nativi, Stefano; Manzella, Giuseppe
2010-05-01
The Common Data Index (CDI) is the middleware service adopted by SeaDataNet for discovery and query. The primary goal of the EU funded project SeaDataNet is to develop a system which provides transparent access to marine data sets and data products from 36 countries in and around Europe. The European context of SeaDataNet requires that the developed system complies with European Directive INSPIRE. In order to assure the required conformity a GI-cat based solution is proposed. GI-cat is a broker service able to mediate from different metadata sources and publish them through a consistent and unified interface. In this case GI-cat is used as a front end to the SeaDataNet portal publishing the original data, based on CDI v.1 XML schema, through an ISO 19139 application profile catalog interface (OGC CSW AP ISO). The choice of ISO 19139 is supported and driven by INSPIRE Implementing Rules, that have been used as a reference through the whole development process. A mapping from the CDI data model to the ISO 19139 was hence to be implemented in GI-cat and a first draft quickly developed, as both CDI v.1 and ISO 19139 happen to be XML implementations based on the same abstract data model (standard ISO 19115 - metadata about geographic information). This first draft mapping pointed out the CDI metadata model differences with respect to ISO 19115, as it was not possible to accommodate all the information contained in CDI v.1 into ISO 19139. Moreover some modifications were needed in order to reach INSPIRE compliance. The consequent work consisted in the definition of the CDI metadata model as a profile of ISO 19115. This included checking of all the metadata elements present in CDI and their cardinality. A comparison was made with respect to ISO 19115 and possible extensions were individuated. ISO 19139 was then chosen as a natural XML implementation of this new CDI metadata profile. The mapping and the profile definition processes were iteratively refined leading up to a complete mapping from the CDI data model to ISO 19139. Several issues were faced during the definition process. Among these: dynamic lists and vocabularies used by SeaDataNet could not be easily accommodated in ISO 19139, time resolution information from CDI v.1 was also difficult to accommodate, ambiguities both in the ISO 19139 specification and in the INSPIRE regulations (e.g. regarding to the bounding polygon, the language and the role of the responsible party). Another outcome of this process is the set up of conventions regarding the protocol formats to be used for a useful machine to machine data access. Changes to the original ISO 19139 schema were at the maximum extent avoided because of practical reasons within SeaDataNet: additional constraint required by the profile have been defined and will be checked by the use of Schematron or other validation mechanisms. The achieved mapping was finally ready to be integrated in GI-cat by implementation of a new accessor component for CDI. These type of components play the role of data model mediators within GI-cat framework. The new defined profile and its implementation will also be used within SeaDataNet as a replacement of the current data model implementation (CDI v.1).
Key pillars of data interoperability in Earth Sciences - INSPIRE and beyond
NASA Astrophysics Data System (ADS)
Tomas, Robert; Lutz, Michael
2013-04-01
The well-known heterogeneity and fragmentation of data models, formats and controlled vocabularies of environmental data limit potential data users from utilising the wealth of environmental information available today across Europe. The main aim of INSPIRE1 is to improve this situation and give users possibility to access, use and correctly interpret environmental data. Over the past years number of INSPIRE technical guidelines (TG) and implementing rules (IR) for interoperability have been developed, involving hundreds of domain experts from across Europe. The data interoperability specifications, which have been developed for all 34 INSPIRE spatial data themes2, are the central component of the TG and IR. Several of these themes are related to the earth sciences, e.g. geology (including hydrogeology, geophysics and geomorphology), mineral and energy resources, soil science, natural hazards, meteorology, oceanography, hydrology and land cover. The following main pillars for data interoperability and harmonisation have been identified during the development of the specifications: Conceptual data models describe the spatial objects and their properties and relationships for the different spatial data themes. To achieve cross-domain harmonization, the data models for all themes are based on a common modelling framework (the INSPIRE Generic Conceptual Model3) and managed in a common UML repository. Harmonised vocabularies (or code lists) are to be used in data exchange in order to overcome interoperability issues caused by heterogeneous free-text and/or multi-lingual content. Since a mapping to a harmonized vocabulary could be difficult, the INSPIRE data models typically allow the provision of more specific terms from local vocabularies in addition to the harmonized terms - utilizing either the extensibility options or additional terminological attributes. Encoding. Currently, specific XML profiles of the Geography Markup Language (GML) are promoted as the standard encoding. However, since the conceptual models are independent of concrete encodings, it is also possible to derive other encodings (e.g. based on RDF). Registers provide unique and persistent identifiers for a number of different types of information items (e.g. terms from a controlled vocabulary or units of measure) and allow their consistent management and versioning. By using these identifiers in data, references to specific information items can be made unique and unambiguous. It is important that these interoperability solutions are not developed in isolation - for Europe only. This has been identified from the beginning, and therefore, international standards have been taken into account and been widely referred to in INSPIRE. This mutual cooperation with international standardisation activities needs to be maintained or even extended. For example, where INSPIRE has gone beyond existing standards, the INSPIRE interoperability solutions should be introduced to the international standardisation initiatives. However, in some cases, it is difficult to choose the appropriate international organization or standardisation body (e.g. where there are several organizations overlapping in scope) or to achieve international agreements that accept European specifics. Furthermore, the development of the INSPIRE specifications (to be legally adopted in 2013) is only a beginning of the effort to make environmental data interoperable. Their actual implementation by data providers across Europe, as well as the rapid development in the earth sciences (e.g. from new simulation models, scientific advances, etc.) and ICT technology will lead to requests for changes. It is therefore crucial to ensure the long-term sustainable maintenance and further development of the proposed infrastructure. This task cannot be achieved by the INSPIRE coordination team of the European Commission alone. It is therefore crucial to closely involve relevant (where possible, umbrella) organisations in the earth sciences, who can provide the necessary domain knowledge and expert networks.
A new local-global approach for classification.
Peres, R T; Pedreira, C E
2010-09-01
In this paper, we propose a new local-global pattern classification scheme that combines supervised and unsupervised approaches, taking advantage of both, local and global environments. We understand as global methods the ones concerned with the aim of constructing a model for the whole problem space using the totality of the available observations. Local methods focus into sub regions of the space, possibly using an appropriately selected subset of the sample. In the proposed method, the sample is first divided in local cells by using a Vector Quantization unsupervised algorithm, the LBG (Linde-Buzo-Gray). In a second stage, the generated assemblage of much easier problems is locally solved with a scheme inspired by Bayes' rule. Four classification methods were implemented for comparison purposes with the proposed scheme: Learning Vector Quantization (LVQ); Feedforward Neural Networks; Support Vector Machine (SVM) and k-Nearest Neighbors. These four methods and the proposed scheme were implemented in eleven datasets, two controlled experiments, plus nine public available datasets from the UCI repository. The proposed method has shown a quite competitive performance when compared to these classical and largely used classifiers. Our method is simple concerning understanding and implementation and is based on very intuitive concepts. Copyright 2010 Elsevier Ltd. All rights reserved.
Compressive Sensing Based Bio-Inspired Shape Feature Detection CMOS Imager
NASA Technical Reports Server (NTRS)
Duong, Tuan A. (Inventor)
2015-01-01
A CMOS imager integrated circuit using compressive sensing and bio-inspired detection is presented which integrates novel functions and algorithms within a novel hardware architecture enabling efficient on-chip implementation.
NASA Astrophysics Data System (ADS)
Tomas, Robert; Harrison, Matthew; Barredo, José I.; Thomas, Florian; Llorente Isidro, Miguel; Cerba, Otakar; Pfeiffer, Manuela
2014-05-01
The vast amount of information and data necessary for comprehensive hazard and risk assessment presents many challenges regarding the lack of accessibility, comparability, quality, organisation and dissemination of natural hazards spatial data. In order to mitigate these limitations an interoperable framework has been developed in the framework of the development of legally binding Implementing rules of the EU INSPIRE Directive1* aiming at the establishment of the European Spatial Data Infrastructure. The interoperability framework is described in the Data Specification on Natural risk zones - Technical Guidelines (DS) document2* that was finalized and published on 10.12. 2013. This framework provides means for facilitating access, integration, harmonisation and dissemination of natural hazard data from different domains and sources. The objective of this paper is twofold. Firstly, the paper demonstrates the applicability of the interoperable framework developed in the DS and highlights the key aspects of the interoperability to the various natural hazards communities. Secondly, the paper "translates" into common language the main features and potentiality of the interoperable framework of the DS for a wider audience of scientists and practitioners in the natural hazards domain. Further in this paper the main five aspects of the interoperable framework will be presented. First, the issue of a common terminology for the natural hazards domain will be addressed. A common data model to facilitate cross domain data integration will follow secondly. Thirdly, the common methodology developed to provide qualitative or quantitative assessments of natural hazards will be presented. Fourthly, the extensible classification schema for natural hazards developed from a literature review and key reference documents from the contributing community of practice will be shown. Finally, the applicability of the interoperable framework for the various stakeholder groups will be also presented. This paper closes discussing open issues and next steps regarding the sustainability and evolution of the interoperable framework and missing aspects such as multi-hazard and multi-risk. --------------- 1*INSPIRE - Infrastructure for spatial information in Europe, http://inspire.ec.europa.eu 2*http://inspire.jrc.ec.europa.eu/documents/Data_Specifications/INSPIRE_DataSpecification_NZ_v3.0.pdf
SPARQLog: SPARQL with Rules and Quantification
NASA Astrophysics Data System (ADS)
Bry, François; Furche, Tim; Marnette, Bruno; Ley, Clemens; Linse, Benedikt; Poppe, Olga
SPARQL has become the gold-standard for RDF query languages. Nevertheless, we believe there is further room for improving RDF query languages. In this chapter, we investigate the addition of rules and quantifier alternation to SPARQL. That extension, called SPARQLog, extends previous RDF query languages by arbitrary quantifier alternation: blank nodes may occur in the scope of all, some, or none of the universal variables of a rule. In addition, SPARQLog is aware of important RDF features such as the distinction between blank nodes, literals and IRIs or the RDFS vocabulary. The semantics of SPARQLog is closed (every answer is an RDF graph), but lifts RDF's restrictions on literal and blank node occurrences for intermediary data. We show how to define a sound and complete operational semantics that can be implemented using existing logic programming techniques. While SPARQLog is Turing complete, we identify a decidable (in fact, polynomial time) fragment SwARQLog ensuring polynomial data-complexity inspired from the notion of super-weak acyclicity in data exchange. Furthermore, we prove that SPARQLog with no universal quantifiers in the scope of existential ones (∀ ∃ fragment) is equivalent to full SPARQLog in presence of graph projection. Thus, the convenience of arbitrary quantifier alternation comes, in fact, for free. These results, though here presented in the context of RDF querying, apply similarly also in the more general setting of data exchange.
The process of Danish nurses' professionalization and patterns of thought in the 20th century.
Beedholm, Kirsten; Frederiksen, Kirsten
2015-06-01
In this article, we address how the professionalization process is reflected in the way Danish nursing textbooks present 'nursing' to new members of the profession during the 20th century. The discussion is based on a discourse analysis of seven Danish textbooks on basic nursing published between 1904 and 1996. The analysis was inspired by the work of Michel Foucault, in particular the concepts of rupture and rules of formation. First, we explain how the dominating role of the human body in nursing textbooks disappears in the mid-20th century. This transformation can of course be attributed to changes in tasks and responsibilities for nurses or to the implementation of increasing amounts of knowledge and theories from other disciplines than medicine into the nurses' knowledge base. However, inspired by Foucault, we consider these historical changes to be the conditions of possibilities and not causes. The second part of the analysis shows that along with 'the disappearance of the body', a second discursive change appears: the role of doctors and medicine changes fundamentally from about mid-20th century. Finally, we argue that this discursive reorganization enabling new patterns of thought to emerge was driven by a professional interest in describing nursing as an independent profession. © 2014 John Wiley & Sons Ltd.
Verbicide: The Perilously Leaning Tower of Babble.
ERIC Educational Resources Information Center
Pindell, Richard
1983-01-01
Points out that language abuses--whether jargon, euphemism, or malapropism--blur the distinction between words. Stresses the need for English instructors that can teach students the grammatical rules and inspire them with a love of language. (MM)
A novel single neuron perceptron with universal approximation and XOR computation properties.
Lotfi, Ehsan; Akbarzadeh-T, M-R
2014-01-01
We propose a biologically motivated brain-inspired single neuron perceptron (SNP) with universal approximation and XOR computation properties. This computational model extends the input pattern and is based on the excitatory and inhibitory learning rules inspired from neural connections in the human brain's nervous system. The resulting architecture of SNP can be trained by supervised excitatory and inhibitory online learning rules. The main features of proposed single layer perceptron are universal approximation property and low computational complexity. The method is tested on 6 UCI (University of California, Irvine) pattern recognition and classification datasets. Various comparisons with multilayer perceptron (MLP) with gradient decent backpropagation (GDBP) learning algorithm indicate the superiority of the approach in terms of higher accuracy, lower time, and spatial complexity, as well as faster training. Hence, we believe the proposed approach can be generally applicable to various problems such as in pattern recognition and classification.
Droogendijk, H.; Brookhuis, R. A.; de Boer, M. J.; Sanders, R. G. P.; Krijnen, G. J. M.
2014-01-01
Flies use so-called halteres to sense body rotation based on Coriolis forces for supporting equilibrium reflexes. Inspired by these halteres, a biomimetic gimbal-suspended gyroscope has been developed using microelectromechanical systems (MEMS) technology. Design rules for this type of gyroscope are derived, in which the haltere-inspired MEMS gyroscope is geared towards a large measurement bandwidth and a fast response, rather than towards a high responsivity. Measurements for the biomimetic gyroscope indicate a (drive mode) resonance frequency of about 550 Hz and a damping ratio of 0.9. Further, the theoretical performance of the fly's gyroscopic system and the developed MEMS haltere-based gyroscope is assessed and the potential of this MEMS gyroscope is discussed. PMID:25100317
Biologically-inspired hexapod robot design and simulation
NASA Technical Reports Server (NTRS)
Espenschied, Kenneth S.; Quinn, Roger D.
1994-01-01
The design and construction of a biologically-inspired hexapod robot is presented. A previously developed simulation is modified to include models of the DC drive motors, the motor driver circuits and their transmissions. The application of this simulation to the design and development of the robot is discussed. The mechanisms thought to be responsible for the leg coordination of the walking stick insect were previously applied to control the straight-line locomotion of a robot. We generalized these rules for a robot walking on a plane. This biologically-inspired control strategy is used to control the robot in simulation. Numerical results show that the general body motion and performance of the simulated robot is similar to that of the robot based on our preliminary experimental results.
Spiking neural network model for memorizing sequences with forward and backward recall.
Borisyuk, Roman; Chik, David; Kazanovich, Yakov; da Silva Gomes, João
2013-06-01
We present an oscillatory network of conductance based spiking neurons of Hodgkin-Huxley type as a model of memory storage and retrieval of sequences of events (or objects). The model is inspired by psychological and neurobiological evidence on sequential memories. The building block of the model is an oscillatory module which contains excitatory and inhibitory neurons with all-to-all connections. The connection architecture comprises two layers. A lower layer represents consecutive events during their storage and recall. This layer is composed of oscillatory modules. Plastic excitatory connections between the modules are implemented using an STDP type learning rule for sequential storage. Excitatory neurons in the upper layer project star-like modifiable connections toward the excitatory lower layer neurons. These neurons in the upper layer are used to tag sequences of events represented in the lower layer. Computer simulations demonstrate good performance of the model including difficult cases when different sequences contain overlapping events. We show that the model with STDP type or anti-STDP type learning rules can be applied for the simulation of forward and backward replay of neural spikes respectively. Copyright © 2013 Elsevier Ireland Ltd. All rights reserved.
SQL Collaborative Learning Framework Based on SOA
NASA Astrophysics Data System (ADS)
Armiati, S.; Awangga, RM
2018-04-01
The research is focused on designing collaborative learning-oriented framework fulfilment service in teaching SQL Oracle 10g. Framework built a foundation of academic fulfilment service performed by a layer of the working unit in collaboration with Program Studi Manajemen Informatika. In the design phase defined what form of collaboration models and information technology proposed for Program Studi Manajemen Informatika by using a framework of collaboration inspired by the stages of modelling a Service Oriented Architecture (SOA). Stages begin with analyzing subsystems, this activity is used to determine subsystem involved and reliance as well as workflow between the subsystems. After the service can be identified, the second phase is designing the component specifications, which details the components that are implemented in the service to include the data, rules, services, profiles can be configured, and variations. The third stage is to allocate service, set the service to the subsystems that have been identified, and its components. Implementation framework contributes to the teaching guides and application architecture that can be used as a landing realize an increase in service by applying information technology.
Genetic learning in rule-based and neural systems
NASA Technical Reports Server (NTRS)
Smith, Robert E.
1993-01-01
The design of neural networks and fuzzy systems can involve complex, nonlinear, and ill-conditioned optimization problems. Often, traditional optimization schemes are inadequate or inapplicable for such tasks. Genetic Algorithms (GA's) are a class of optimization procedures whose mechanics are based on those of natural genetics. Mathematical arguments show how GAs bring substantial computational leverage to search problems, without requiring the mathematical characteristics often necessary for traditional optimization schemes (e.g., modality, continuity, availability of derivative information, etc.). GA's have proven effective in a variety of search tasks that arise in neural networks and fuzzy systems. This presentation begins by introducing the mechanism and theoretical underpinnings of GA's. GA's are then related to a class of rule-based machine learning systems called learning classifier systems (LCS's). An LCS implements a low-level production-system that uses a GA as its primary rule discovery mechanism. This presentation illustrates how, despite its rule-based framework, an LCS can be thought of as a competitive neural network. Neural network simulator code for an LCS is presented. In this context, the GA is doing more than optimizing and objective function. It is searching for an ecology of hidden nodes with limited connectivity. The GA attempts to evolve this ecology such that effective neural network performance results. The GA is particularly well adapted to this task, given its naturally-inspired basis. The LCS/neural network analogy extends itself to other, more traditional neural networks. Conclusions to the presentation discuss the implications of using GA's in ecological search problems that arise in neural and fuzzy systems.
ERIC Educational Resources Information Center
Machiavelli, Nick
1992-01-01
Inspired by the survivalist strategies of James Clavell's protagonist in "King Rat," this article advises administrators how to practice creative insubordination by informally lobbying board members, winking at obstructive rules, and pursuing devious ends in their school's interest. The best administrators take chances, hiding their…
Taxonomic etymology – in search of inspiration
Jóźwiak, Piotr; Rewicz, Tomasz; Pabis, Krzysztof
2015-01-01
Abstract We present a review of the etymology of zoological taxonomic names with emphasis on the most unusual examples. The names were divided into several categories, starting from the most common – given after morphological features – through inspiration from mythology, legends, and classic literature but also from fictional and nonfictional pop-culture characters (e.g., music, movies or cartoons), science, and politics. A separate category includes zoological names created using word-play and figures of speech such as tautonyms, acronyms, anagrams, and palindromes. Our intention was to give an overview of possibilities of how and where taxonomists can find the inspirations that will be consistent with the ICZN rules and generate more detail afterthought about the naming process itself, the meaningful character of naming, as well as the recognition and understanding of names. PMID:26257573
Federal Register 2010, 2011, 2012, 2013, 2014
2012-10-23
... Permitting Authority and Tailoring Rule; PM 2.5 NSR Implementation Rule AGENCY: Environmental Protection... Implementation Plan (SIP) relating to regulation of Greenhouse Gases (GHGs) and fine particulate matter (PM 2.5... Tailoring Final Rule'' and the final rule for ``Implementation of the New Source Review (NSR) Program for PM...
Implementation of clinical decision rules in the emergency department.
Stiell, Ian G; Bennett, Carol
2007-11-01
Clinical decision rules (CDRs) are tools designed to help clinicians make bedside diagnostic and therapeutic decisions. The development of a CDR involves three stages: derivation, validation, and implementation. Several criteria need to be considered when designing and evaluating the results of an implementation trial. In this article, the authors review the results of implementation studies evaluating the effect of four CDRs: the Ottawa Ankle Rules, the Ottawa Knee Rule, the Canadian C-Spine Rule, and the Canadian CT Head Rule. Four implementation studies demonstrated that the implementation of CDRs in the emergency department (ED) safely reduced the use of radiography for ankle, knee, and cervical spine injuries. However, a recent trial failed to demonstrate an impact on computed tomography imaging rates. Well-developed and validated CDRs can be successfully implemented into practice, efficiently standardizing ED care. However, further research is needed to identify barriers to implementation in order to achieve improved uptake in the ED.
A Good Suit Beats a Good Idea.
ERIC Educational Resources Information Center
Machiavelli, Nick
1992-01-01
Inspired by Niccolo Machiavelli, this column offers beleaguered school executives advice on looking good, dressing well, losing weight, beating the proper enemy, and saying nothing. Administrators who follow these simple rules should have an easier life, jealous colleagues, well-tended gardens, and respectful board members. (MLH)
Stochastic Synapses Enable Efficient Brain-Inspired Learning Machines.
Neftci, Emre O; Pedroni, Bruno U; Joshi, Siddharth; Al-Shedivat, Maruan; Cauwenberghs, Gert
2016-01-01
Recent studies have shown that synaptic unreliability is a robust and sufficient mechanism for inducing the stochasticity observed in cortex. Here, we introduce Synaptic Sampling Machines (S2Ms), a class of neural network models that uses synaptic stochasticity as a means to Monte Carlo sampling and unsupervised learning. Similar to the original formulation of Boltzmann machines, these models can be viewed as a stochastic counterpart of Hopfield networks, but where stochasticity is induced by a random mask over the connections. Synaptic stochasticity plays the dual role of an efficient mechanism for sampling, and a regularizer during learning akin to DropConnect. A local synaptic plasticity rule implementing an event-driven form of contrastive divergence enables the learning of generative models in an on-line fashion. S2Ms perform equally well using discrete-timed artificial units (as in Hopfield networks) or continuous-timed leaky integrate and fire neurons. The learned representations are remarkably sparse and robust to reductions in bit precision and synapse pruning: removal of more than 75% of the weakest connections followed by cursory re-learning causes a negligible performance loss on benchmark classification tasks. The spiking neuron-based S2Ms outperform existing spike-based unsupervised learners, while potentially offering substantial advantages in terms of power and complexity, and are thus promising models for on-line learning in brain-inspired hardware.
Stochastic Synapses Enable Efficient Brain-Inspired Learning Machines
Neftci, Emre O.; Pedroni, Bruno U.; Joshi, Siddharth; Al-Shedivat, Maruan; Cauwenberghs, Gert
2016-01-01
Recent studies have shown that synaptic unreliability is a robust and sufficient mechanism for inducing the stochasticity observed in cortex. Here, we introduce Synaptic Sampling Machines (S2Ms), a class of neural network models that uses synaptic stochasticity as a means to Monte Carlo sampling and unsupervised learning. Similar to the original formulation of Boltzmann machines, these models can be viewed as a stochastic counterpart of Hopfield networks, but where stochasticity is induced by a random mask over the connections. Synaptic stochasticity plays the dual role of an efficient mechanism for sampling, and a regularizer during learning akin to DropConnect. A local synaptic plasticity rule implementing an event-driven form of contrastive divergence enables the learning of generative models in an on-line fashion. S2Ms perform equally well using discrete-timed artificial units (as in Hopfield networks) or continuous-timed leaky integrate and fire neurons. The learned representations are remarkably sparse and robust to reductions in bit precision and synapse pruning: removal of more than 75% of the weakest connections followed by cursory re-learning causes a negligible performance loss on benchmark classification tasks. The spiking neuron-based S2Ms outperform existing spike-based unsupervised learners, while potentially offering substantial advantages in terms of power and complexity, and are thus promising models for on-line learning in brain-inspired hardware. PMID:27445650
Clough, Alan R; Grant, Kristy; Robertson, Jan; Wrigley, Matthew; Nichols, Nina; Fitzgibbon, Tracey
2018-01-01
Introduction Rates of secondhand smoke exposure are currently significantly higher among remote indigenous communities in the top end of Australia. By implementing a ‘smoke-free home’ rule, secondhand smoke exposure can be reduced. Smoke-free homes encourage quit attempts and improve the health of children. The prevalence of indigenous smoking rates in remote, discrete communities in Australia is elevated compared with their non-indigenous counterparts. The primary aim of this project is to examine the feasibility of conducting a health-driven intervention to encourage community members to make their homes a smoke-free zone. Methods and analysis This study uses mixed-methods exploratory evaluation design to obtain data from key informants and community householders to assess their willingness to implement a ‘smoke-free’ rule in their homes. Initial focus groups will provide guidance on intervention content and deliver evaluation procedures and community requirements. A rapid survey will be conducted to ascertain interest from community members in having the project team visit to discuss study objectives further and to have a particle meter (with consent) placed in the house. Focus groups recordings will be transcribed and analysed thematically. Rapid surveys will be analysed using frequency distributions and tabulations of responses. Ethics and dissemination The National Health and Medical Research Council guidelines on ethical research approaches to indigenous studies will be adhered to. The James Cook University Human Research Ethics Committee has provided ethics approval. PMID:29500205
40 CFR 49.10286 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10706 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10496 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
Learning and disrupting invariance in visual recognition with a temporal association rule
Isik, Leyla; Leibo, Joel Z.; Poggio, Tomaso
2012-01-01
Learning by temporal association rules such as Foldiak's trace rule is an attractive hypothesis that explains the development of invariance in visual recognition. Consistent with these rules, several recent experiments have shown that invariance can be broken at both the psychophysical and single cell levels. We show (1) that temporal association learning provides appropriate invariance in models of object recognition inspired by the visual cortex, (2) that we can replicate the “invariance disruption” experiments using these models with a temporal association learning rule to develop and maintain invariance, and (3) that despite dramatic single cell effects, a population of cells is very robust to these disruptions. We argue that these models account for the stability of perceptual invariance despite the underlying plasticity of the system, the variability of the visual world and expected noise in the biological mechanisms. PMID:22754523
TOMML: A Rule Language for Structured Data
NASA Astrophysics Data System (ADS)
Cirstea, Horatiu; Moreau, Pierre-Etienne; Reilles, Antoine
We present the TOM language that extends JAVA with the purpose of providing high level constructs inspired by the rewriting community. TOM bridges thus the gap between a general purpose language and high level specifications based on rewriting. This approach was motivated by the promotion of rule based techniques and their integration in large scale applications. Powerful matching capabilities along with a rich strategy language are among TOM's strong features that make it easy to use and competitive with respect to other rule based languages. TOM is thus a natural choice for querying and transforming structured data and in particular XML documents [1]. We present here its main XML oriented features and illustrate its use on several examples.
ERIC Educational Resources Information Center
Rommel-Esham, Katie; Constable, Susan D.
2006-01-01
In this article, the authors discuss a literature-based activity that helps students discover the importance of making detailed observations. In an inspiring children's classic book, "Everybody Needs a Rock" by Byrd Baylor (1974), the author invites readers to go "rock finding," laying out 10 rules for finding a "perfect" rock. In this way, the…
Analysis of Children's Songs in Terms of Values
ERIC Educational Resources Information Center
Keray Dinçel, Betül
2017-01-01
Children's songs inspire the love of music in children and improve their musical skills and at the same time, teach national values and societal rules, contribute to their personality development, make children feel happier, foster interpersonal communication and particularly contribute to the cognitive and linguistic development of children at…
Formula vs. Fractured Formula in Contest Persuasive Speaking.
ERIC Educational Resources Information Center
Reynolds, Christina L.
In the past decade, contest persuasive speaking has become a product that student competitors produce and perform. A perversion of the contest formula has removed the element of persuasion from the formula. Competition rules suggest that a student's purposes in participating in forensics events should include inspiring, reinforcing, or changing…
Federal Register 2010, 2011, 2012, 2013, 2014
2010-07-08
... regulation implementing the Governmentwide common rule on drug-free workplace requirements for financial... interim final common rule to implement the act as it applied to grants [54 FR 4946, January 31, 1989]. The rule was a subpart of the Governmentwide common rule on nonprocurement suspension and debarment. The...
NASA Astrophysics Data System (ADS)
Sadowski, Ryszard F.
2017-12-01
This article presents religion's potential where the promotion and implementation of the concept of sustainable development are concerned. First inspired by Lynn White in the 1960s, discussion on religion's role in the ecological crisis now allows for an honest assessment of the ecological potential of various religious traditions and their contribution to the building of a sustainable world. This article on the one hand points to the religious inspirations behind the concept of sustainable development, and on the other highlights the joint action of representatives of religion and science in the name of sustainable development, as well as the involvement of religions in the concept's implementation.
Building the Synergy between Public Sector and Research Data Infrastructures
NASA Astrophysics Data System (ADS)
Craglia, Massimo; Friis-Christensen, Anders; Ostländer, Nicole; Perego, Andrea
2014-05-01
INSPIRE is a European Directive aiming to establish a EU-wide spatial data infrastructure to give cross-border access to information that can be used to support EU environmental policies, as well as other policies and activities having an impact on the environment. In order to ensure cross-border interoperability of data infrastructures operated by EU Member States, INSPIRE sets out a framework based on common specifications for metadata, data, network services, data and service sharing, monitoring and reporting. The implementation of INSPIRE has reached important milestones: the INSPIRE Geoportal was launched in 2011 providing a single access point for the discovery of INSPIRE data and services across EU Member States (currently, about 300K), while all the technical specifications for the interoperability of data across the 34 INSPIRE themes were adopted at the end of 2013. During this period a number of EU and international initiatives has been launched, concerning cross-domain interoperability and (Linked) Open Data. In particular, the EU Open Data Portal, launched in December 2012, made provisions to access government and scientific data from EU institutions and bodies, and the EU ISA Programme (Interoperability Solutions for European Public Administrations) promotes cross-sector interoperability by sharing and re-using EU-wide and national standards and components. Moreover, the Research Data Alliance (RDA), an initiative jointly funded by the European Commission, the US National Science Foundation and the Australian Research Council, was launched in March 2013 to promote scientific data sharing and interoperability. The Joint Research Centre of the European Commission (JRC), besides being the technical coordinator of the implementation of INSPIRE, is also actively involved in the initiatives promoting cross-sector re-use in INSPIRE, and sustainable approaches to address the evolution of technologies - in particular, how to support Linked Data in INSPIRE and the use of global persistent identifiers. It is evident that government and scientific data infrastructures are currently facing a number of issues that have already been addressed in INSPIRE. Sharing experiences and competencies will avoid re-inventing the wheel, and help promoting the cross-domain adoption of consistent solutions. Actually, one of the lessons learnt from INSPIRE and the initiatives in which JRC is involved, is that government and research data are not two separate worlds. Government data are commonly used as a basis to create scientific data, and vice-versa. Consequently, it is fundamental to adopt a consistent approach to address interoperability and data management issues shared by both government and scientific data. The presentation illustrates some of the lessons learnt during the implementation of INSPIRE and in work on data and service interoperability coordinated with European and international initiatives. We describe a number of critical interoperability issues and barriers affecting both scientific and government data, concerning, e.g., data terminologies, quality and licensing, and propose how these problems could be effectively addressed by a closer collaboration of the government and scientific communities, and the sharing of experiences and practices.
ERIC Educational Resources Information Center
Minerick, Adrienne R.
2010-01-01
An implementation and assessment of three creative-learning mechanisms in a research-inspired split undergraduate/graduate course in Analytical Microdevice Technology is described. Microscale research is challenging to incorporate into the classroom due to the phenomena length-scales and the creating learning strategies were used to promote…
Code of Federal Regulations, 2014 CFR
2014-10-01
... effort, and arterial oxygen saturation furnished in a sleep laboratory facility in which a technologist... inspiration and expiration. DMEPOS stands for durable medical equipment, prosthetics, orthotics and supplies... items means medical equipment and supplies as defined in section 1834(j)(5) of the Act. National...
Code of Federal Regulations, 2012 CFR
2012-10-01
... effort, and arterial oxygen saturation furnished in a sleep laboratory facility in which a technologist... inspiration and expiration. DMEPOS stands for durable medical equipment, prosthetics, orthotics and supplies... items means medical equipment and supplies as defined in section 1834(j)(5) of the Act. National...
Code of Federal Regulations, 2013 CFR
2013-10-01
... effort, and arterial oxygen saturation furnished in a sleep laboratory facility in which a technologist... inspiration and expiration. DMEPOS stands for durable medical equipment, prosthetics, orthotics and supplies... items means medical equipment and supplies as defined in section 1834(j)(5) of the Act. National...
Ghosts of Mathematicians Past: Paolo Ruffini
ERIC Educational Resources Information Center
Fitzherbert, John
2016-01-01
Paolo Ruffini (1765-1822) may be something of an unknown in high school mathematics; however his contributions to the world of mathematics are a rich source of inspiration. Ruffini's rule (often known as "synthetic division") is an efficient method of dividing a polynomial by a linear factor, with or without a remainder. The process can…
Private Voucher and Scholarship Plans. Trends and Issues.
ERIC Educational Resources Information Center
Hadderman, Margaret
This article examines an increasingly popular alternative to government-funded voucher plans: private voucher and scholarship plans. Through the 1998-99 school year, spending on privately funded voucher programs totalled $61 million. Private vouchers began with the Golden Rule Program in Indianapolis in 1991 and was inspired by insurance CEO J.…
Launch Creativity with Ping-Pong Ball Challenge
ERIC Educational Resources Information Center
Kornoelje, Joanne; Roman, Harry T.
2011-01-01
Educators at Thomas A. Edison Middle School have worked together to bring invention information and activities to life. One activity in particular, Ping-Pong Ball Invention Challenge, has proven a great success. The Ping-Pong Ball Invention Challenge was inspired by the basic rules for PBS's "Design Squad"'s "Pop Fly" activity. In this article,…
Engaging Students in the Library through Tabletop Gaming
ERIC Educational Resources Information Center
Alvarez, Vivian
2017-01-01
Besides being a social experience, tabletop games can serve as intrinsic educational tools that tap into students' needs and interests, inspiring them to find motivation in applying new knowledge to their academic work. Why? Because, as with school, every game has a very specific set of rules by which participants must abide. Experiences with…
Biologically Inspired Technology Using Electroactive Polymers (EAP)
NASA Technical Reports Server (NTRS)
Bar-Cohen, Yoseph
2006-01-01
Evolution allowed nature to introduce highly effective biological mechanisms that are incredible inspiration for innovation. Humans have always made efforts to imitate nature's inventions and we are increasingly making advances that it becomes significantly easier to imitate, copy, and adapt biological methods, processes and systems. This brought us to the ability to create technology that is far beyond the simple mimicking of nature. Having better tools to understand and to implement nature's principles we are now equipped like never before to be inspired by nature and to employ our tools in far superior ways. Effectively, by bio-inspiration we can have a better view and value of nature capability while studying its models to learn what can be extracted, copied or adapted. Using electroactive polymers (EAP) as artificial muscles is adding an important element to the development of biologically inspired technologies.
INcreasing Security and Protection through Infrastructure REsilience: The INSPIRE Project
NASA Astrophysics Data System (ADS)
D'Antonio, Salvatore; Romano, Luigi; Khelil, Abdelmajid; Suri, Neeraj
The INSPIRE project aims at enhancing the European potential in the field of security by ensuring the protection of critical information infrastructures through (a) the identification of their vulnerabilities and (b) the development of innovative techniques for securing networked process control systems. To increase the resilience of such systems INSPIRE will develop traffic engineering algorithms, diagnostic processes and self-reconfigurable architectures along with recovery techniques. Hence, the core idea of the INSPIRE project is to protect critical information infrastructures by appropriately configuring, managing, and securing the communication network which interconnects the distributed control systems. A working prototype will be implemented as a final demonstrator of selected scenarios. Controls/Communication Experts will support project partners in the validation and demonstration activities. INSPIRE will also contribute to standardization process in order to foster multi-operator interoperability and coordinated strategies for securing lifeline systems.
ERIC Educational Resources Information Center
Berk, Louis J.; Muret-Wagstaff, Sharon L.; Goyal, Riya; Joyal, Julie A.; Gordon, James A.; Faux, Russell; Oriol, Nancy E.
2014-01-01
The most effective ways to promote learning and inspire careers related to science, technology, engineering, and mathematics (STEM) remain elusive. To address this gap, we reviewed the literature and designed and implemented a high-fidelity, medical simulation-based Harvard Medical School MEDscience course, which was integrated into high school…
ERIC Educational Resources Information Center
Willbur, Jaime F.; Vail, Justin D.; Mitchell, Lindsey N.; Jakeman, David L.; Timmons, Shannon C.
2016-01-01
The development and implementation of research-inspired, discovery-based experiences into science laboratory curricula is a proven strategy for increasing student engagement and ownership of experiments. In the novel laboratory module described herein, students learn to express, purify, and characterize a carbohydrate-active enzyme using modern…
Developing the Next Generation of Engaged Youth: Inspire Aspire--Global Citizens in the Making
ERIC Educational Resources Information Center
Urban, Jennifer Brown; Linver, Miriam R.; Johnson, Sara K.; MacDonnell, Marisa; Chauveron, Lisa M.; Glina, Monica; Gama, Lauren
2018-01-01
School-based character education (CE) programs provide an opportunity to increase the moral fortitude of adolescents. This study is a preliminary evaluation of Inspire Aspire, a CE program that was implemented with 13- to 14-year-olds in Scotland. A relational developmental systems meta-theoretical approach and person-centered analyses were…
Training managers for high productivity: Guidelines and a case history
NASA Technical Reports Server (NTRS)
Ranftl, R. M.
1985-01-01
Hughes Aircrafts 13-year productivity study clearly identifies management as the key link in the entire productivity chain. This fact led to the establishment of a long-term series of seminars on personal, managerial, organizational, and operational productivity for all levels and sectors of line and staff management. To inspire the work force to higher levels of productivity and creativity management, itself, must first be inspired. In turn they have to clearly understand the productive and creative processes, fashion an effective productivity improvement plan with sound strategy and implementation, create an optimal environmental chemistry, and provide the outstanding leadership necessary to propel their organizations to achieve full potential. The primary goals of the seminars are to (1) ignite that spark of inspiration, enabling productive action to follow, (2) provide participants a credible roadmap and effective tools for implementation, and (3) develop a dedicated commitment to leadership and productivity throughout the management team.
Conditioning of Model Identification Task in Immune Inspired Optimizer SILO
NASA Astrophysics Data System (ADS)
Wojdan, K.; Swirski, K.; Warchol, M.; Maciorowski, M.
2009-10-01
Methods which provide good conditioning of model identification task in immune inspired, steady-state controller SILO (Stochastic Immune Layer Optimizer) are presented in this paper. These methods are implemented in a model based optimization algorithm. The first method uses a safe model to assure that gains of the process's model can be estimated. The second method is responsible for elimination of potential linear dependences between columns of observation matrix. Moreover new results from one of SILO implementation in polish power plant are presented. They confirm high efficiency of the presented solution in solving technical problems.
Clough, Alan R; Grant, Kristy; Robertson, Jan; Wrigley, Matthew; Nichols, Nina; Fitzgibbon, Tracey
2018-03-02
Rates of secondhand smoke exposure are currently significantly higher among remote indigenous communities in the top end of Australia. By implementing a 'smoke-free home' rule, secondhand smoke exposure can be reduced. Smoke-free homes encourage quit attempts and improve the health of children. The prevalence of indigenous smoking rates in remote, discrete communities in Australia is elevated compared with their non-indigenous counterparts. The primary aim of this project is to examine the feasibility of conducting a health-driven intervention to encourage community members to make their homes a smoke-free zone. This study uses mixed-methods exploratory evaluation design to obtain data from key informants and community householders to assess their willingness to implement a 'smoke-free' rule in their homes. Initial focus groups will provide guidance on intervention content and deliver evaluation procedures and community requirements. A rapid survey will be conducted to ascertain interest from community members in having the project team visit to discuss study objectives further and to have a particle meter (with consent) placed in the house. Focus groups recordings will be transcribed and analysed thematically. Rapid surveys will be analysed using frequency distributions and tabulations of responses. The National Health and Medical Research Council guidelines on ethical research approaches to indigenous studies will be adhered to. The James Cook University Human Research Ethics Committee has provided ethics approval. © Article author(s) (or their employer(s) unless otherwise stated in the text of the article) 2018. All rights reserved. No commercial use is permitted unless otherwise expressly granted.
40 CFR 49.10016 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
...) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10826 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10316 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10136 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10856 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10166 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.11106 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10736 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10376 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10406 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... permits. (m) Section 49.135Rule for emissions detrimental to public health or welfare. (n) Section 49.137Rule for air pollution episodes. (o) Section 49.138Rule for the registration of air pollution sources... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.11076 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10766 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10646 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10256 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10226 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10346 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10436 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10556 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10466 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10926 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10886 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10986 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10586 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.10956 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.9926 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation Plan for...
40 CFR 49.10196 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.11016 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
...) Section 49.135Rule for emissions detrimental to public health or welfare. (l) Section 49.137Rule for air pollution episodes. (m) Section 49.138Rule for the registration of air pollution sources and the reporting... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.11046 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.9896 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation Plan for...
Gregg, Robert D; Lenzi, Tommaso; Hargrove, Levi J; Sensinger, Jonathon W
2014-12-01
Recent powered (or robotic) prosthetic legs independently control different joints and time periods of the gait cycle, resulting in control parameters and switching rules that can be difficult to tune by clinicians. This challenge might be addressed by a unifying control model used by recent bipedal robots, in which virtual constraints define joint patterns as functions of a monotonic variable that continuously represents the gait cycle phase. In the first application of virtual constraints to amputee locomotion, this paper derives exact and approximate control laws for a partial feedback linearization to enforce virtual constraints on a prosthetic leg. We then encode a human-inspired invariance property called effective shape into virtual constraints for the stance period. After simulating the robustness of the partial feedback linearization to clinically meaningful conditions, we experimentally implement this control strategy on a powered transfemoral leg. We report the results of three amputee subjects walking overground and at variable cadences on a treadmill, demonstrating the clinical viability of this novel control approach.
Lenzi, Tommaso; Hargrove, Levi J.; Sensinger, Jonathon W.
2014-01-01
Recent powered (or robotic) prosthetic legs independently control different joints and time periods of the gait cycle, resulting in control parameters and switching rules that can be difficult to tune by clinicians. This challenge might be addressed by a unifying control model used by recent bipedal robots, in which virtual constraints define joint patterns as functions of a monotonic variable that continuously represents the gait cycle phase. In the first application of virtual constraints to amputee locomotion, this paper derives exact and approximate control laws for a partial feedback linearization to enforce virtual constraints on a prosthetic leg. We then encode a human-inspired invariance property called effective shape into virtual constraints for the stance period. After simulating the robustness of the partial feedback linearization to clinically meaningful conditions, we experimentally implement this control strategy on a powered transfemoral leg. We report the results of three amputee subjects walking overground and at variable cadences on a treadmill, demonstrating the clinical viability of this novel control approach. PMID:25558185
Bio-Inspired Controller on an FPGA Applied to Closed-Loop Diaphragmatic Stimulation
Zbrzeski, Adeline; Bornat, Yannick; Hillen, Brian; Siu, Ricardo; Abbas, James; Jung, Ranu; Renaud, Sylvie
2016-01-01
Cervical spinal cord injury can disrupt connections between the brain respiratory network and the respiratory muscles which can lead to partial or complete loss of ventilatory control and require ventilatory assistance. Unlike current open-loop technology, a closed-loop diaphragmatic pacing system could overcome the drawbacks of manual titration as well as respond to changing ventilation requirements. We present an original bio-inspired assistive technology for real-time ventilation assistance, implemented in a digital configurable Field Programmable Gate Array (FPGA). The bio-inspired controller, which is a spiking neural network (SNN) inspired by the medullary respiratory network, is as robust as a classic controller while having a flexible, low-power and low-cost hardware design. The system was simulated in MATLAB with FPGA-specific constraints and tested with a computational model of rat breathing; the model reproduced experimentally collected respiratory data in eupneic animals. The open-loop version of the bio-inspired controller was implemented on the FPGA. Electrical test bench characterizations confirmed the system functionality. Open and closed-loop paradigm simulations were simulated to test the FPGA system real-time behavior using the rat computational model. The closed-loop system monitors breathing and changes in respiratory demands to drive diaphragmatic stimulation. The simulated results inform future acute animal experiments and constitute the first step toward the development of a neuromorphic, adaptive, compact, low-power, implantable device. The bio-inspired hardware design optimizes the FPGA resource and time costs while harnessing the computational power of spike-based neuromorphic hardware. Its real-time feature makes it suitable for in vivo applications. PMID:27378844
Federal Register 2010, 2011, 2012, 2013, 2014
2010-11-29
... Promulgation of Air Quality Implementation Plans; Indiana; Clean Air Interstate Rule AGENCY: Environmental... State Implementation Plan (SIP) under the Clean Air Act (CAA). The State has submitted amendments to the Indiana Administrative Code (IAC), which supplement Indiana's Clean Air Interstate Rule (CAIR), for which...
Indian Child Welfare Act Proceedings. Final rule.
2016-06-14
This final rule adds a new subpart to the Department of the Interior's (Department) regulations implementing the Indian Child Welfare Act (ICWA), to improve ICWA implementation. The final rule addresses requirements for State courts in ensuring implementation of ICWA in Indian child-welfare proceedings and requirements for States to maintain records under ICWA.
40 CFR 49.10526 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.9866 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation Plan for...
40 CFR 49.10676 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
The Design and Implementation of an Object-Oriented, Production-Rule Interpreter.
1984-12-01
S. CONTRACT OR GRANT NUMBER(s) .Heinz M. McArthur 9. PERFORMING ORGANIZATION NAME AND ADDRESS 10. PROGRAM ELEMENT. PROJECT. TASK AREA & WORK UNIT...implementation of two prototype interpreters for Omega, an object-oriented, production- rule programming language. The first implementation is a throw- away...production-rule programming language. The first implementa- tion is a throw-away prototype written in LISP; the second implementation is a more complete
75 FR 39443 - Implementation of OMB Guidance on Drug-Free Workplace Requirements
Federal Register 2010, 2011, 2012, 2013, 2014
2010-07-09
... (DOE) is removing its regulation implementing the Governmentwide common rule on drug-free workplace... drug legislation on November 18, 1988. Federal agencies issued an interim final common rule to... Governmentwide common rule on nonprocurement suspension and debarment. The agencies issued a final common rule...
40 CFR 49.10226 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10466 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10226 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10646 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10556 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10646 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10166 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10736 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10826 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10556 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10986 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10316 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10316 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10556 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.11046 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.11046 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10826 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10256 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10466 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10586 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10256 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10736 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10586 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10466 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10646 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10226 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10886 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10986 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10986 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10316 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10256 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10886 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10986 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10166 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10736 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10586 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10886 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10826 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10826 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10166 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10556 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10466 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10586 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10166 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10736 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10886 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10646 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.11046 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10256 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.11046 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10316 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10226 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... rule for open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
Swarm intelligence inspired shills and the evolution of cooperation.
Duan, Haibin; Sun, Changhao
2014-06-09
Many hostile scenarios exist in real-life situations, where cooperation is disfavored and the collective behavior needs intervention for system efficiency improvement. Towards this end, the framework of soft control provides a powerful tool by introducing controllable agents called shills, who are allowed to follow well-designed updating rules for varying missions. Inspired by swarm intelligence emerging from flocks of birds, we explore here the dependence of the evolution of cooperation on soft control by an evolutionary iterated prisoner's dilemma (IPD) game staged on square lattices, where the shills adopt a particle swarm optimization (PSO) mechanism for strategy updating. We demonstrate that not only can cooperation be promoted by shills effectively seeking for potentially better strategies and spreading them to others, but also the frequency of cooperation could be arbitrarily controlled by choosing appropriate parameter settings. Moreover, we show that adding more shills does not contribute to further cooperation promotion, while assigning higher weights to the collective knowledge for strategy updating proves a efficient way to induce cooperative behavior. Our research provides insights into cooperation evolution in the presence of PSO-inspired shills and we hope it will be inspirational for future studies focusing on swarm intelligence based soft control.
Ernst Mach, George Sarton and the Empiry of Teaching Science Part I
ERIC Educational Resources Information Center
Siemsen, Hayo
2012-01-01
George Sarton had a strong influence on modern history of science. The method he pursued throughout his life was the method he had discovered in Ernst Mach's "Mechanics" when he was a student in Ghent. Sarton was in fact throughout his life implementing a research program inspired by the epistemology of Mach. Sarton in turn inspired many…
ERIC Educational Resources Information Center
Archer, Louise; Dawson, Emily; DeWitt, Jennifer; Godec, Spela; King, Heather; Mau, Ada; Nomikou, Effrosyni; Seakins, Amy
2018-01-01
This article discusses an attempt at a Bourdieusian-inspired form of praxis, developed and implemented in collaboration with nine London teachers, aimed at developing a socially just approach to engaging students with science. Data are discussed from nine months of classroom observations of nine secondary science classes from six inner London…
Verifying Architectural Design Rules of the Flight Software Product Line
NASA Technical Reports Server (NTRS)
Ganesan, Dharmalingam; Lindvall, Mikael; Ackermann, Chris; McComas, David; Bartholomew, Maureen
2009-01-01
This paper presents experiences of verifying architectural design rules of the NASA Core Flight Software (CFS) product line implementation. The goal of the verification is to check whether the implementation is consistent with the CFS architectural rules derived from the developer's guide. The results indicate that consistency checking helps a) identifying architecturally significant deviations that were eluded during code reviews, b) clarifying the design rules to the team, and c) assessing the overall implementation quality. Furthermore, it helps connecting business goals to architectural principles, and to the implementation. This paper is the first step in the definition of a method for analyzing and evaluating product line implementations from an architecture-centric perspective.
"You Can't Mandate What Matters": Bumping Visions against Practices
ERIC Educational Resources Information Center
Merz, Alice H.; Swim, Terri Jo
2011-01-01
In this study, an American public school principal's vision of promoting growth in her teachers and students was inspired by the Reggio Emilia approach. Unlike other educational approaches, this approach did not involve a product, i.e., "to become Reggio", and it did not involve a set of rules or mandates. Instead, the principal had her…
Blais, Pierre; Hirnschall, Gottfried; Mason, Elizabeth; Shaffer, Nathan; Lipa, Zuzanna; Baller, April; Rollins, Nigel
2014-11-01
The government of Canada, through the Department of Foreign Affairs, Trade and Development (DFATD) has supported global efforts to reduce the impact of the HIV pandemic. In 2012, WHO and DFATD launched an implementation research initiative to increase access to interventions that were known to be effective in the prevention of mother-to-child transmission of HIV and to learn how these could be successfully integrated with other essential services for mothers and children. In addition to facilitating the implementation research projects, DFATD and WHO promoted four approaches: (1) Country-specific implementation research prioritization exercises, (2) Ministry of Health involvement, (3) Country-led, innovative, high-quality research, and (4) Leveraging regional networks and learning opportunities. While no single aspect of INSPIRE is unique, the process endeavors to promote and support high-quality, rigorous, locally-led implementation research that will have a substantial impact on the health and survival of HIV-infected women and their children.
Federal Register 2010, 2011, 2012, 2013, 2014
2010-09-20
... Rule To Implement the 1997 8-Hour Ozone National Ambient Air Quality Standard: New Source Review Anti-Backsliding Provisions for Former 1-Hour Ozone Standard--Public Hearing Notice AGENCY: Environmental... be held for the proposed ``Rule to Implement the 1997 8-Hour Ozone National Ambient Air Quality...
Federal Register 2010, 2011, 2012, 2013, 2014
2012-07-16
... improve system and inter-market price stability. In order to implement this change contemporaneous with... Proposed Rule Change To Delay the Implementation Date for Non-Display of Primary Pegged Orders With an... Exchange proposes a rule change to delay the implementation date for its rule change that provides for non...
Federal Register 2010, 2011, 2012, 2013, 2014
2010-02-09
... Promulgation of Air Quality Implementation Plans; West Virginia; Removal of NOX SIP Call Rules AGENCY... Implementation Plan (SIP) revision submitted by the State of West Virginia that removes West Virginia's nitrogen oxides (NOx) SIP Call rules. In the Final Rules section of this Federal Register, EPA is approving the...
Predicting origami-inspired programmable self-folding of hydrogel trilayers
NASA Astrophysics Data System (ADS)
An, Ning; Li, Meie; Zhou, Jinxiong
2016-11-01
Imitating origami principles in active or programmable materials opens the door for development of origami-inspired self-folding structures for not only aesthetic but also functional purposes. A variety of programmable materials enabled self-folding structures have been demonstrated across various fields and scales. These folding structures have finite thickness and the mechanical properties of the active materials dictate the folding process. Yet formalizing the use of origami rules for use in computer modeling has been challenging, owing to the zero-thickness theory and the exclusion of mechanical properties in current models. Here, we describe a physics-based finite element simulation scheme to predict programmable self-folding of temperature-sensitive hydrogel trilayers. Patterning crease and assigning mountain or valley folds are highlighted for complex origami such as folding of the Randlett’s flapping bird and the crane. Our efforts enhance the understanding and facilitate the design of origami-inspired self-folding structures, broadening the realization and application of reconfigurable structures.
A neural learning classifier system with self-adaptive constructivism for mobile robot control.
Hurst, Jacob; Bull, Larry
2006-01-01
For artificial entities to achieve true autonomy and display complex lifelike behavior, they will need to exploit appropriate adaptable learning algorithms. In this context adaptability implies flexibility guided by the environment at any given time and an open-ended ability to learn appropriate behaviors. This article examines the use of constructivism-inspired mechanisms within a neural learning classifier system architecture that exploits parameter self-adaptation as an approach to realize such behavior. The system uses a rule structure in which each rule is represented by an artificial neural network. It is shown that appropriate internal rule complexity emerges during learning at a rate controlled by the learner and that the structure indicates underlying features of the task. Results are presented in simulated mazes before moving to a mobile robot platform.
Federal Register 2010, 2011, 2012, 2013, 2014
2012-04-09
... Contracts Overlying 10 Shares of a Security (``Mini-Options Contracts'') and Implementing Rule Text... contracts'') and implement rule text necessary to distinguish mini-options contracts from option contracts overlying 100 shares of a security (``standard contracts''). The text of the proposed rule change is...
Federal Register 2010, 2011, 2012, 2013, 2014
2011-12-08
... removing its regulation implementing the Governmentwide common rule on drug-free workplace requirements for....) as a part of omnibus drug legislation. Federal agencies issued an interim final common rule to... Governmentwide common rule on nonprocurement suspension and debarment. The agencies issued a final common rule...
NASA Astrophysics Data System (ADS)
Li, Xiumin; Wang, Wei; Xue, Fangzheng; Song, Yongduan
2018-02-01
Recently there has been continuously increasing interest in building up computational models of spiking neural networks (SNN), such as the Liquid State Machine (LSM). The biologically inspired self-organized neural networks with neural plasticity can enhance the capability of computational performance, with the characteristic features of dynamical memory and recurrent connection cycles which distinguish them from the more widely used feedforward neural networks. Despite a variety of computational models for brain-like learning and information processing have been proposed, the modeling of self-organized neural networks with multi-neural plasticity is still an important open challenge. The main difficulties lie in the interplay among different forms of neural plasticity rules and understanding how structures and dynamics of neural networks shape the computational performance. In this paper, we propose a novel approach to develop the models of LSM with a biologically inspired self-organizing network based on two neural plasticity learning rules. The connectivity among excitatory neurons is adapted by spike-timing-dependent plasticity (STDP) learning; meanwhile, the degrees of neuronal excitability are regulated to maintain a moderate average activity level by another learning rule: intrinsic plasticity (IP). Our study shows that LSM with STDP+IP performs better than LSM with a random SNN or SNN obtained by STDP alone. The noticeable improvement with the proposed method is due to the better reflected competition among different neurons in the developed SNN model, as well as the more effectively encoded and processed relevant dynamic information with its learning and self-organizing mechanism. This result gives insights to the optimization of computational models of spiking neural networks with neural plasticity.
Kashyap, Vipul; Morales, Alfredo; Hongsermeier, Tonya
2006-01-01
We present an approach and architecture for implementing scalable and maintainable clinical decision support at the Partners HealthCare System. The architecture integrates a business rules engine that executes declarative if-then rules stored in a rule-base referencing objects and methods in a business object model. The rules engine executes object methods by invoking services implemented on the clinical data repository. Specialized inferences that support classification of data and instances into classes are identified and an approach to implement these inferences using an OWL based ontology engine is presented. Alternative representations of these specialized inferences as if-then rules or OWL axioms are explored and their impact on the scalability and maintenance of the system is presented. Architectural alternatives for integration of clinical decision support functionality with the invoking application and the underlying clinical data repository; and their associated trade-offs are discussed and presented.
20 CFR 627.904 - Transition and implementation.
Code of Federal Regulations, 2012 CFR
2012-04-01
... applicable rules and regulations; the Wagner-Peyser Act, as amended, and the applicable rules and regulations... delivery areas. (m) Program implementation. The implementation by the States and SDA's of certain new...
20 CFR 627.904 - Transition and implementation.
Code of Federal Regulations, 2011 CFR
2011-04-01
... applicable rules and regulations; the Wagner-Peyser Act, as amended, and the applicable rules and regulations... delivery areas. (m) Program implementation. The implementation by the States and SDA's of certain new...
2016-07-29
This rule adopts as final, with some modifications, the National School Lunch Program and School Breakfast Program regulations set forth in the interim final rule published in the Federal Register on June 28, 2013. The requirements addressed in this rule conform to the provisions in the Healthy, Hunger-Free Kids Act of 2010 regarding nutrition standards for all foods sold in schools, other than food sold under the lunch and breakfast programs. Most provisions of this final rule were implemented on July 1, 2014, a full year subsequent to publication of the interim final rule. This was in compliance with section 208 of the Healthy, Hunger-Free Kids Act of 2010, which required that State and local educational agencies have at least one full school year from the date of publication of the interim final rule to implement the competitive food provisions. Based on comments received on the interim final rule and implementation experience, this final rule makes a few modifications to the nutrition standards for all foods sold in schools implemented on July 1, 2014. In addition, this final rule codifies specific policy guidance issued after publication of the interim rule. Finally, this rule retains the provision related to the standard for total fat as interim and requests further comment on this single standard.
Federal Register 2010, 2011, 2012, 2013, 2014
2012-06-27
... Option Contracts Overlying 10 Shares of a Security (``Mini-Options Contracts'') and Implement Rule Text... Contracts and implement rule text necessary to distinguish Mini-Options Contracts from Standard Contracts...
Implementing a Commercial Rule Base as a Medication Order Safety Net
Reichley, Richard M.; Seaton, Terry L.; Resetar, Ervina; Micek, Scott T.; Scott, Karen L.; Fraser, Victoria J.; Dunagan, W. Claiborne; Bailey, Thomas C.
2005-01-01
A commercial rule base (Cerner Multum) was used to identify medication orders exceeding recommended dosage limits at five hospitals within BJC HealthCare, an integrated health care system. During initial testing, clinical pharmacists determined that there was an excessive number of nuisance and clinically insignificant alerts, with an overall alert rate of 9.2%. A method for customizing the commercial rule base was implemented to increase rule specificity for problematic rules. The system was subsequently deployed at two facilities and achieved alert rates of less than 1%. Pharmacists screened these alerts and contacted ordering physicians in 21% of cases. Physicians made therapeutic changes in response to 38% of alerts presented to them. By applying simple techniques to customize rules, commercial rule bases can be used to rapidly deploy a safety net to screen drug orders for excessive dosages, while preserving the rule architecture for later implementations of more finely tuned clinical decision support. PMID:15802481
Automatic generation of computable implementation guides from clinical information models.
Boscá, Diego; Maldonado, José Alberto; Moner, David; Robles, Montserrat
2015-06-01
Clinical information models are increasingly used to describe the contents of Electronic Health Records. Implementation guides are a common specification mechanism used to define such models. They contain, among other reference materials, all the constraints and rules that clinical information must obey. However, these implementation guides typically are oriented to human-readability, and thus cannot be processed by computers. As a consequence, they must be reinterpreted and transformed manually into an executable language such as Schematron or Object Constraint Language (OCL). This task can be difficult and error prone due to the big gap between both representations. The challenge is to develop a methodology for the specification of implementation guides in such a way that humans can read and understand easily and at the same time can be processed by computers. In this paper, we propose and describe a novel methodology that uses archetypes as basis for generation of implementation guides. We use archetypes to generate formal rules expressed in Natural Rule Language (NRL) and other reference materials usually included in implementation guides such as sample XML instances. We also generate Schematron rules from NRL rules to be used for the validation of data instances. We have implemented these methods in LinkEHR, an archetype editing platform, and exemplify our approach by generating NRL rules and implementation guides from EN ISO 13606, openEHR, and HL7 CDA archetypes. Copyright © 2015 Elsevier Inc. All rights reserved.
A Rule-Based System Implementing a Method for Translating FOL Formulas into NL Sentences
NASA Astrophysics Data System (ADS)
Mpagouli, Aikaterini; Hatzilygeroudis, Ioannis
In this paper, we mainly present the implementation of a system that translates first order logic (FOL) formulas into natural language (NL) sentences. The motivation comes from an intelligent tutoring system teaching logic as a knowledge representation language, where it is used as a means for feedback to the students-users. FOL to NL conversion is achieved by using a rule-based approach, where we exploit the pattern matching capabilities of rules. So, the system consists of rule-based modules corresponding to the phases of our translation methodology. Facts are used in a lexicon providing lexical and grammatical information that helps in producing the NL sentences. The whole system is implemented in Jess, a java-implemented rule-based programming tool. Experimental results confirm the success of our choices.
Learning to predict chemical reactions.
Kayala, Matthew A; Azencott, Chloé-Agathe; Chen, Jonathan H; Baldi, Pierre
2011-09-26
Being able to predict the course of arbitrary chemical reactions is essential to the theory and applications of organic chemistry. Approaches to the reaction prediction problems can be organized around three poles corresponding to: (1) physical laws; (2) rule-based expert systems; and (3) inductive machine learning. Previous approaches at these poles, respectively, are not high throughput, are not generalizable or scalable, and lack sufficient data and structure to be implemented. We propose a new approach to reaction prediction utilizing elements from each pole. Using a physically inspired conceptualization, we describe single mechanistic reactions as interactions between coarse approximations of molecular orbitals (MOs) and use topological and physicochemical attributes as descriptors. Using an existing rule-based system (Reaction Explorer), we derive a restricted chemistry data set consisting of 1630 full multistep reactions with 2358 distinct starting materials and intermediates, associated with 2989 productive mechanistic steps and 6.14 million unproductive mechanistic steps. And from machine learning, we pose identifying productive mechanistic steps as a statistical ranking, information retrieval problem: given a set of reactants and a description of conditions, learn a ranking model over potential filled-to-unfilled MO interactions such that the top-ranked mechanistic steps yield the major products. The machine learning implementation follows a two-stage approach, in which we first train atom level reactivity filters to prune 94.00% of nonproductive reactions with a 0.01% error rate. Then, we train an ensemble of ranking models on pairs of interacting MOs to learn a relative productivity function over mechanistic steps in a given system. Without the use of explicit transformation patterns, the ensemble perfectly ranks the productive mechanism at the top 89.05% of the time, rising to 99.86% of the time when the top four are considered. Furthermore, the system is generalizable, making reasonable predictions over reactants and conditions which the rule-based expert does not handle. A web interface to the machine learning based mechanistic reaction predictor is accessible through our chemoinformatics portal ( http://cdb.ics.uci.edu) under the Toolkits section.
Learning to Predict Chemical Reactions
Kayala, Matthew A.; Azencott, Chloé-Agathe; Chen, Jonathan H.
2011-01-01
Being able to predict the course of arbitrary chemical reactions is essential to the theory and applications of organic chemistry. Approaches to the reaction prediction problems can be organized around three poles corresponding to: (1) physical laws; (2) rule-based expert systems; and (3) inductive machine learning. Previous approaches at these poles respectively are not high-throughput, are not generalizable or scalable, or lack sufficient data and structure to be implemented. We propose a new approach to reaction prediction utilizing elements from each pole. Using a physically inspired conceptualization, we describe single mechanistic reactions as interactions between coarse approximations of molecular orbitals (MOs) and use topological and physicochemical attributes as descriptors. Using an existing rule-based system (Reaction Explorer), we derive a restricted chemistry dataset consisting of 1630 full multi-step reactions with 2358 distinct starting materials and intermediates, associated with 2989 productive mechanistic steps and 6.14 million unproductive mechanistic steps. And from machine learning, we pose identifying productive mechanistic steps as a statistical ranking, information retrieval, problem: given a set of reactants and a description of conditions, learn a ranking model over potential filled-to-unfilled MO interactions such that the top ranked mechanistic steps yield the major products. The machine learning implementation follows a two-stage approach, in which we first train atom level reactivity filters to prune 94.00% of non-productive reactions with a 0.01% error rate. Then, we train an ensemble of ranking models on pairs of interacting MOs to learn a relative productivity function over mechanistic steps in a given system. Without the use of explicit transformation patterns, the ensemble perfectly ranks the productive mechanism at the top 89.05% of the time, rising to 99.86% of the time when the top four are considered. Furthermore, the system is generalizable, making reasonable predictions over reactants and conditions which the rule-based expert does not handle. A web interface to the machine learning based mechanistic reaction predictor is accessible through our chemoinformatics portal (http://cdb.ics.uci.edu) under the Toolkits section. PMID:21819139
Federal Register 2010, 2011, 2012, 2013, 2014
2010-11-04
... Part IV The President Proclamation 8596--To Adjust the Rules of Origin Under the United States... Adjust the Rules of Origin Under the United States-Bahrain Free Trade Agreement, Implement Modifications... the HTS the schedule of duty reductions and rules of origin necessary or appropriate to carry out the...
Federal Register 2010, 2011, 2012, 2013, 2014
2010-08-30
... the Governmentwide common rule on drug-free workplace requirements for financial assistance, currently.... Federal agencies issued an interim final common rule to implement the act as it applied to grants [54 FR 4946, January 31, 1989]. The rule was a subpart of the Governmentwide common rule on nonprocurement...
77 FR 15591 - Privacy Act; Implementation
Federal Register 2010, 2011, 2012, 2013, 2014
2012-03-16
... Act; Implementation AGENCY: Defense Intelligence Agency, DoD. ACTION: Direct final rule with request for comments. SUMMARY: The Defense Intelligence Agency is deleting an exemption rule for LDIA 0275... Defense Intelligence Agency Privacy Program rules. These changes will allow the Department to transfer...
76 FR 49658 - Privacy Act; Implementation
Federal Register 2010, 2011, 2012, 2013, 2014
2011-08-11
... Act; Implementation AGENCY: Defense Intelligence Agency, DoD. ACTION: Direct final rule with request for comments. SUMMARY: The Defense Intelligence Agency is deleting an exemption rule for LDIA 0275... Defense Intelligence Agency Privacy Program rules. These changes will allow the Department to transfer...
77 FR 15594 - Privacy Act; Implementation
Federal Register 2010, 2011, 2012, 2013, 2014
2012-03-16
... Act; Implementation AGENCY: Defense Intelligence Agency, DoD. ACTION: Direct final rule with request for comments. SUMMARY: The Defense Intelligence Agency is deleting an exemption rule for LDIA 0800... Defense Intelligence Agency Privacy Program rules. These changes will allow the Department to transfer...
A new bio-inspired optimisation algorithm: Bird Swarm Algorithm
NASA Astrophysics Data System (ADS)
Meng, Xian-Bing; Gao, X. Z.; Lu, Lihua; Liu, Yu; Zhang, Hengzhen
2016-07-01
A new bio-inspired algorithm, namely Bird Swarm Algorithm (BSA), is proposed for solving optimisation applications. BSA is based on the swarm intelligence extracted from the social behaviours and social interactions in bird swarms. Birds mainly have three kinds of behaviours: foraging behaviour, vigilance behaviour and flight behaviour. Birds may forage for food and escape from the predators by the social interactions to obtain a high chance of survival. By modelling these social behaviours, social interactions and the related swarm intelligence, four search strategies associated with five simplified rules are formulated in BSA. Simulations and comparisons based on eighteen benchmark problems demonstrate the effectiveness, superiority and stability of BSA. Some proposals for future research about BSA are also discussed.
Design and development of bio-inspired framework for reservoir operation optimization
NASA Astrophysics Data System (ADS)
Asvini, M. Sakthi; Amudha, T.
2017-12-01
Frameworks for optimal reservoir operation play an important role in the management of water resources and delivery of economic benefits. Effective utilization and conservation of water from reservoirs helps to manage water deficit periods. The main challenge in reservoir optimization is to design operating rules that can be used to inform real-time decisions on reservoir release. We develop a bio-inspired framework for the optimization of reservoir release to satisfy the diverse needs of various stakeholders. In this work, single-objective optimization and multiobjective optimization problems are formulated using an algorithm known as "strawberry optimization" and tested with actual reservoir data. Results indicate that well planned reservoir operations lead to efficient deployment of the reservoir water with the help of optimal release patterns.
Chess Revision: Acquiring the Rules of Chess Variants through FOL Theory Revision from Examples
NASA Astrophysics Data System (ADS)
Muggleton, Stephen; Paes, Aline; Santos Costa, Vítor; Zaverucha, Gerson
The game of chess has been a major testbed for research in artificial intelligence, since it requires focus on intelligent reasoning. Particularly, several challenges arise to machine learning systems when inducing a model describing legal moves of the chess, including the collection of the examples, the learning of a model correctly representing the official rules of the game, covering all the branches and restrictions of the correct moves, and the comprehensibility of such a model. Besides, the game of chess has inspired the creation of numerous variants, ranging from faster to more challenging or to regional versions of the game. The question arises if it is possible to take advantage of an initial classifier of chess as a starting point to obtain classifiers for the different variants. We approach this problem as an instance of theory revision from examples. The initial classifier of chess is inspired by a FOL theory approved by a chess expert and the examples are defined as sequences of moves within a game. Starting from a standard revision system, we argue that abduction and negation are also required to best address this problem. Experimental results show the effectiveness of our approach.
NASA Astrophysics Data System (ADS)
Hashimoto, Ryoji; Matsumura, Tomoya; Nozato, Yoshihiro; Watanabe, Kenji; Onoye, Takao
A multi-agent object attention system is proposed, which is based on biologically inspired attractor selection model. Object attention is facilitated by using a video sequence and a depth map obtained through a compound-eye image sensor TOMBO. Robustness of the multi-agent system over environmental changes is enhanced by utilizing the biological model of adaptive response by attractor selection. To implement the proposed system, an efficient VLSI architecture is employed with reducing enormous computational costs and memory accesses required for depth map processing and multi-agent attractor selection process. According to the FPGA implementation result of the proposed object attention system, which is accomplished by using 7,063 slices, 640×512 pixel input images can be processed in real-time with three agents at a rate of 9fps in 48MHz operation.
77 FR 57016 - Privacy Act; Implementation
Federal Register 2010, 2011, 2012, 2013, 2014
2012-09-17
... Act; Implementation AGENCY: Defense Intelligence Agency, DoD. ACTION: Direct final rule with request for comments. SUMMARY: Defense Intelligence Agency (DIA) is updating the DIA Privacy Act Program by... final rule makes non-substantive changes to the Defense Intelligence Agency Program rules. These changes...
2016-03-31
This rule adopts the interim rule implementing the Supplemental Nutrition Assistance Program (SNAP) nutrition education and obesity prevention grant program with changes as provided in this rule. This rule also amends SNAP regulations to implement section 28 of the Food and Nutrition Act (FNA) of 2008, as added by section 241 of the Healthy, Hunger-Free Kids Act (HHFKA) of 2010, to award grants to States for provision of nutrition education and obesity prevention programs. These programs provide services for eligible individuals that promote healthy food choices consistent with the current Dietary Guidelines for Americans (DGAs). The rule provides State agencies with requirements for implementing section 28, including the grant award process and describes the process for allocating the Federal grant funding for each State's approved SNAP-Ed plan authorized under the FNA to carry out nutrition education and obesity prevention services each fiscal year. This final rule also implements section 4028 of the Agricultural Act of 2014 (Farm Bill of 2014), which authorizes physical activity promotion in addition to promotion of healthy food choices as part of this nutrition education and obesity prevention program.
DOE Office of Scientific and Technical Information (OSTI.GOV)
Danziger, R.N.; Caples, P.W.; Huning, J.R.
1980-09-15
An analysis is made of the rules implementing Sections 201 and 210 of the Public Utility Regulatory Policies Act of 1978 (PURPA). The act provides that utilities must purchase power from qualifying producers of electricity at nondiscriminatory rates, and it exempts private generators from virtually all state and Federal utility regulations. Most of the analysis presented is taken from the perspective of photovoltaics (PV) and solar thermal electric point-focusing distributed receivers (pfdr). It is felt, however, that the analysis is applicable both to cogeneration and other emerging technologies. Chapters presented are: The FERC Response to Oral Comments on the Proposedmore » Rules Implementing Sections 201 and 210 of PURPA; Additional Changes Made or Not Made That Were Addressed in Other Than Oral Testimony; View on the Proposed Rules Implementing Sections 201 and 210 of PURPA; Response to Comments on the Proposed 201 and 210 Rules; and Summary Analysis of the Environmental Assessment of the Rules. Pertinent reference material is provided in the Appendices, including the text of the rules. (MCW)« less
ERIC Educational Resources Information Center
Siemsen, Hayo
2013-01-01
George Sarton had a strong influence on modern history of science. The method he pursued throughout his life was the method he had discovered in Ernst Mach's "Mechanics" when he was a student in Ghent. Sarton was in fact throughout his life implementing a research program inspired by the epistemology of Mach. Sarton in turn inspired many…
An Approach for Calculating Land Valuation by Using Inspire Data Models
NASA Astrophysics Data System (ADS)
Aydinoglu, A. C.; Bovkir, R.
2017-11-01
Land valuation is a highly important concept for societies and governments have always emphasis on the process especially for taxation, expropriation, market capitalization and economic activity purposes. To success an interoperable and standardised land valuation, INSPIRE data models can be very practical and effective. If data used in land valuation process produced in compliance with INSPIRE specifications, a reliable and effective land valuation process can be performed. In this study, possibility of the performing land valuation process with using the INSPIRE data models was analysed and with the help of Geographic Information Systems (GIS) a case study in Pendik was implemented. For this purpose, firstly data analysis and gathering was performed. After, different data structures were transformed according to the INSPIRE data model requirements. For each data set necessary ETL (Extract-Transform-Load) tools were produced and all data transformed according to the target data requirements. With the availability and practicability of spatial analysis tools of GIS software, land valuation calculations were performed for study area.
32 CFR 2004.11 - Agency Implementing Regulations, Internal Rules, or Guidelines [102(b)(3)].
Code of Federal Regulations, 2014 CFR
2014-07-01
..., or Guidelines [102(b)(3)]. 2004.11 Section 2004.11 National Defense Other Regulations Relating to... NATIONAL INDUSTRIAL SECURITY PROGRAM DIRECTIVE NO. 1 Implementation and Oversight § 2004.11 Agency Implementing Regulations, Internal Rules, or Guidelines [102(b)(3)]. (a) Reviews and Updates. All implementing...
32 CFR 2004.11 - Agency Implementing Regulations, Internal Rules, or Guidelines [102(b)(3)].
Code of Federal Regulations, 2012 CFR
2012-07-01
..., or Guidelines [102(b)(3)]. 2004.11 Section 2004.11 National Defense Other Regulations Relating to... NATIONAL INDUSTRIAL SECURITY PROGRAM DIRECTIVE NO. 1 Implementation and Oversight § 2004.11 Agency Implementing Regulations, Internal Rules, or Guidelines [102(b)(3)]. (a) Reviews and Updates. All implementing...
32 CFR 2004.11 - Agency Implementing Regulations, Internal Rules, or Guidelines [102(b)(3)].
Code of Federal Regulations, 2013 CFR
2013-07-01
..., or Guidelines [102(b)(3)]. 2004.11 Section 2004.11 National Defense Other Regulations Relating to... NATIONAL INDUSTRIAL SECURITY PROGRAM DIRECTIVE NO. 1 Implementation and Oversight § 2004.11 Agency Implementing Regulations, Internal Rules, or Guidelines [102(b)(3)]. (a) Reviews and Updates. All implementing...
32 CFR 2004.11 - Agency Implementing Regulations, Internal Rules, or Guidelines [102(b)(3)].
Code of Federal Regulations, 2011 CFR
2011-07-01
..., or Guidelines [102(b)(3)]. 2004.11 Section 2004.11 National Defense Other Regulations Relating to... NATIONAL INDUSTRIAL SECURITY PROGRAM DIRECTIVE NO. 1 Implementation and Oversight § 2004.11 Agency Implementing Regulations, Internal Rules, or Guidelines [102(b)(3)]. (a) Reviews and Updates. All implementing...
Ssk or Esw? -- the Bloor-Lynch Debate Revisited
NASA Astrophysics Data System (ADS)
Cheng, Kai-Yuan
2014-03-01
Philosophical discussions of rule-following in the later Wittgenstein (1953, 1967) are an important source of inspiration for the development of views on the social nature of scientific knowledge. Two major opposing views in this inquiry -- Bloor's sociology of scientific knowledge (SSK) (1983, 1991, 1992, 1997) and Lynch's (1992, 1993) ethnomethodological studies of work (ESW) -- represent two positions derived from two different readings of Wittgenstein's later writings on rule-following. The aim of this paper is two-fold. One is to re-examine the noted Bloor-Lynch debate by considering Kusch's (2004) recent discussion of this debate. Another is to show that a new semantic framework of rule-following ascriptions based on a cognitive approach to the study of generics can be provided such that SSK and ESW are compatible in it (Leslie, 2009; Cheng, 2011).
Hierarchy-associated semantic-rule inference framework for classifying indoor scenes
NASA Astrophysics Data System (ADS)
Yu, Dan; Liu, Peng; Ye, Zhipeng; Tang, Xianglong; Zhao, Wei
2016-03-01
Typically, the initial task of classifying indoor scenes is challenging, because the spatial layout and decoration of a scene can vary considerably. Recent efforts at classifying object relationships commonly depend on the results of scene annotation and predefined rules, making classification inflexible. Furthermore, annotation results are easily affected by external factors. Inspired by human cognition, a scene-classification framework was proposed using the empirically based annotation (EBA) and a match-over rule-based (MRB) inference system. The semantic hierarchy of images is exploited by EBA to construct rules empirically for MRB classification. The problem of scene classification is divided into low-level annotation and high-level inference from a macro perspective. Low-level annotation involves detecting the semantic hierarchy and annotating the scene with a deformable-parts model and a bag-of-visual-words model. In high-level inference, hierarchical rules are extracted to train the decision tree for classification. The categories of testing samples are generated from the parts to the whole. Compared with traditional classification strategies, the proposed semantic hierarchy and corresponding rules reduce the effect of a variable background and improve the classification performance. The proposed framework was evaluated on a popular indoor scene dataset, and the experimental results demonstrate its effectiveness.
Aspiration dynamics in structured population acts as if in a well-mixed one.
Du, Jinming; Wu, Bin; Wang, Long
2015-01-26
Understanding the evolution of human interactive behaviors is important. Recent experimental results suggest that human cooperation in spatial structured population is not enhanced as predicted in previous works, when payoff-dependent imitation updating rules are used. This constraint opens up an avenue to shed light on how humans update their strategies in real life. Studies via simulations show that, instead of comparison rules, self-evaluation driven updating rules may explain why spatial structure does not alter the evolutionary outcome. Though inspiring, there is a lack of theoretical result to show the existence of such evolutionary updating rule. Here we study the aspiration dynamics, and show that it does not alter the evolutionary outcome in various population structures. Under weak selection, by analytical approximation, we find that the favored strategy in regular graphs is invariant. Further, we show that this is because the criterion under which a strategy is favored is the same as that of a well-mixed population. By simulation, we show that this holds for random networks. Although how humans update their strategies is an open question to be studied, our results provide a theoretical foundation of the updating rules that may capture the real human updating rules.
A neuro-inspired spike-based PID motor controller for multi-motor robots with low cost FPGAs.
Jimenez-Fernandez, Angel; Jimenez-Moreno, Gabriel; Linares-Barranco, Alejandro; Dominguez-Morales, Manuel J; Paz-Vicente, Rafael; Civit-Balcells, Anton
2012-01-01
In this paper we present a neuro-inspired spike-based close-loop controller written in VHDL and implemented for FPGAs. This controller has been focused on controlling a DC motor speed, but only using spikes for information representation, processing and DC motor driving. It could be applied to other motors with proper driver adaptation. This controller architecture represents one of the latest layers in a Spiking Neural Network (SNN), which implements a bridge between robotics actuators and spike-based processing layers and sensors. The presented control system fuses actuation and sensors information as spikes streams, processing these spikes in hard real-time, implementing a massively parallel information processing system, through specialized spike-based circuits. This spike-based close-loop controller has been implemented into an AER platform, designed in our labs, that allows direct control of DC motors: the AER-Robot. Experimental results evidence the viability of the implementation of spike-based controllers, and hardware synthesis denotes low hardware requirements that allow replicating this controller in a high number of parallel controllers working together to allow a real-time robot control.
A Neuro-Inspired Spike-Based PID Motor Controller for Multi-Motor Robots with Low Cost FPGAs
Jimenez-Fernandez, Angel; Jimenez-Moreno, Gabriel; Linares-Barranco, Alejandro; Dominguez-Morales, Manuel J.; Paz-Vicente, Rafael; Civit-Balcells, Anton
2012-01-01
In this paper we present a neuro-inspired spike-based close-loop controller written in VHDL and implemented for FPGAs. This controller has been focused on controlling a DC motor speed, but only using spikes for information representation, processing and DC motor driving. It could be applied to other motors with proper driver adaptation. This controller architecture represents one of the latest layers in a Spiking Neural Network (SNN), which implements a bridge between robotics actuators and spike-based processing layers and sensors. The presented control system fuses actuation and sensors information as spikes streams, processing these spikes in hard real-time, implementing a massively parallel information processing system, through specialized spike-based circuits. This spike-based close-loop controller has been implemented into an AER platform, designed in our labs, that allows direct control of DC motors: the AER-Robot. Experimental results evidence the viability of the implementation of spike-based controllers, and hardware synthesis denotes low hardware requirements that allow replicating this controller in a high number of parallel controllers working together to allow a real-time robot control. PMID:22666004
Federal Register 2010, 2011, 2012, 2013, 2014
2013-05-06
...EPA is granting direct final approval of a revision to the Texas State Implementation Plan (SIP) concerning the Texas Low Emission Diesel fuel rules. The revisions clarify existing definitions and provisions, revise the approval procedures for alternative diesel fuel formulations, add new registration requirements, and update the rule to reflect the current program status because the rule is now fully implemented. This SIP revision meets statutory requirements.
Federal Register 2010, 2011, 2012, 2013, 2014
2013-05-06
...EPA is proposing approval of a revision to the Texas State Implementation Plan (SIP) concerning the Texas Low Emission Diesel (TxLED) Fuel rules. The revisions clarify existing definitions and provisions, revise the approval procedures for alternative diesel fuel formulations, add new registration requirements, and update the rule to reflect the current program status because the rule is now fully implemented. This SIP revision meets statutory requirements.
76 FR 5055 - Loan Servicing; Farm Loan Programs
Federal Register 2010, 2011, 2012, 2013, 2014
2011-01-28
..., Conservation, and Energy Act of 2008 (the 2008 Farm Bill). This rule implements four amendments to the direct...). SUPPLEMENTARY INFORMATION: Background This final rule implements multiple provisions of the 2008 Farm Bill (Pub... loan servicing proposed rule (74 FR 39565-39569). As discussed below, FSA proposed three substantive...
Code of Federal Regulations, 2011 CFR
2011-04-01
... derivatives clearing organization rules and clearing new products. 39.4 Section 39.4 Commodity and Securities Exchanges COMMODITY FUTURES TRADING COMMISSION DERIVATIVES CLEARING ORGANIZATIONS § 39.4 Procedures for implementing derivatives clearing organization rules and clearing new products. (a) Request for approval of...
76 FR 42949 - Rules Implementing Amendments to the Investment Advisers Act of 1940
Federal Register 2010, 2011, 2012, 2013, 2014
2011-07-19
... $150 Million in Assets Under Management, and Foreign Private Advisers, Investment Advisers Act Release... investment advisers, state laws requiring registration, licensing, and qualification are preempted, but... 275 and 279 Rules Implementing Amendments to the Investment Advisers Act of 1940; Final Rule #0;#0...
40 CFR 49.10046 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10376 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10406 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... health or welfare. (n) Section 49.137Rule for air pollution episodes. (o) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (p) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10926 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10766 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.11016 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
.... (k) Section 49.135Rule for emissions detrimental to public health or welfare. (l) Section 49.137Rule for air pollution episodes. (m) Section 49.138Rule for the registration of air pollution sources and... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10046 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10926 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.11076 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10016 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10136 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10106 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
....135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10766 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10926 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.11016 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
.... (k) Section 49.135Rule for emissions detrimental to public health or welfare. (l) Section 49.137Rule for air pollution episodes. (m) Section 49.138Rule for the registration of air pollution sources and... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10856 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10406 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... health or welfare. (n) Section 49.137Rule for air pollution episodes. (o) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (p) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10436 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10016 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.9926 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.10376 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10766 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10956 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10956 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10046 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10406 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... health or welfare. (n) Section 49.137Rule for air pollution episodes. (o) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (p) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.9986 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
...) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.9896 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.9896 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.10046 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.11106 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.9896 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.10766 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10106 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
....135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.9986 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
...) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.10856 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10196 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10346 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10376 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.11106 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10346 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10196 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10196 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10136 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10436 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10856 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.9986 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
...) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.10346 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10406 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... health or welfare. (n) Section 49.137Rule for air pollution episodes. (o) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (p) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10956 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10136 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10346 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.11076 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10926 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10436 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.9926 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.10376 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.11076 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.11106 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10136 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10016 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.11106 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10856 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10436 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10106 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
....135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10196 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10016 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10106 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
....135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10956 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.9926 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.9896 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.9926 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.11076 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.9986 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
...) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.11016 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
.... (k) Section 49.135Rule for emissions detrimental to public health or welfare. (l) Section 49.137Rule for air pollution episodes. (m) Section 49.138Rule for the registration of air pollution sources and... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
78 FR 62367 - Changes To Implement the Patent Law Treaty
Federal Register 2010, 2011, 2012, 2013, 2014
2013-10-21
... Office 37 CFR Parts 1, 3 and 11 Changes To Implement the Patent Law Treaty; Final Rule #0;#0;Federal... 0651-AC85 Changes To Implement the Patent Law Treaty AGENCY: United States Patent and Trademark Office, Commerce. ACTION: Final rule. SUMMARY: The Patent Law Treaties Implementation Act of 2012 (PLTIA) amends...
Federal Register 2010, 2011, 2012, 2013, 2014
2012-10-25
... controls are enforced through the associated SIP rules or Federal Implementation Plans (FIPs). Any purchase... Promulgation of Implementation Plans; Georgia 110(a)(1) and (2) Infrastructure Requirements for the 1997 and... Agency (EPA). ACTION: Final rule. SUMMARY: EPA is taking final action to approve the State Implementation...
Energy-efficient neuron, synapse and STDP integrated circuits.
Cruz-Albrecht, Jose M; Yung, Michael W; Srinivasa, Narayan
2012-06-01
Ultra-low energy biologically-inspired neuron and synapse integrated circuits are presented. The synapse includes a spike timing dependent plasticity (STDP) learning rule circuit. These circuits have been designed, fabricated and tested using a 90 nm CMOS process. Experimental measurements demonstrate proper operation. The neuron and the synapse with STDP circuits have an energy consumption of around 0.4 pJ per spike and synaptic operation respectively.
Neuromorphic computing enabled by physics of electron spins: Prospects and perspectives
NASA Astrophysics Data System (ADS)
Sengupta, Abhronil; Roy, Kaushik
2018-03-01
“Spintronics” refers to the understanding of the physics of electron spin-related phenomena. While most of the significant advancements in this field has been driven primarily by memory, recent research has demonstrated that various facets of the underlying physics of spin transport and manipulation can directly mimic the functionalities of the computational primitives in neuromorphic computation, i.e., the neurons and synapses. Given the potential of these spintronic devices to implement bio-mimetic computations at very low terminal voltages, several spin-device structures have been proposed as the core building blocks of neuromorphic circuits and systems to implement brain-inspired computing. Such an approach is expected to play a key role in circumventing the problems of ever-increasing power dissipation and hardware requirements for implementing neuro-inspired algorithms in conventional digital CMOS technology. Perspectives on spin-enabled neuromorphic computing, its status, and challenges and future prospects are outlined in this review article.
17 CFR 8.02 - Implementing exchange rules.
Code of Federal Regulations, 2010 CFR
2010-04-01
... 17 Commodity and Securities Exchanges 1 2010-04-01 2010-04-01 false Implementing exchange rules. 8.02 Section 8.02 Commodity and Securities Exchanges COMMODITY FUTURES TRADING COMMISSION EXCHANGE PROCEDURES FOR DISCIPLINARY, SUMMARY, AND MEMBERSHIP DENIAL ACTIONS General Provisions § 8.02 Implementing...
77 FR 28423 - Final Rule To Implement the 1997 8-Hour Ozone National Ambient Air Quality Standard...
Federal Register 2010, 2011, 2012, 2013, 2014
2012-05-14
...The EPA is revising the rules for implementing the 1997 8-hour ozone national ambient air quality standards (NAAQS) to address certain limited portions of the rules vacated by the U.S. Court of Appeals for the District of Columbia Circuit. This final rule assigns Clean Air Act (CAA or Act) classifications and associated state planning and control requirements to selected ozone nonattainment areas. This final rule also addresses three vacated provisions of the 1997 8-hour NAAQS--Phase 1 Implementation Rule (April 30, 2004) that provided exemptions from the anti-backsliding requirements relating to nonattainment area New Source Review (NSR), CAA section 185 penalty fees, and contingency measures, as these three requirements applied for the 1-hour standard. This rule also reinstates the 1-hour contingency measures as applicable requirements that must be retained until the area attains the 1997 8- hour ozone standard. Finally, this rule deletes an obsolete provision that stayed the EPA's authority to revoke the 1-hour ozone standard pending the Agency's issuance of a final rule that revises or reinstates its revocation authority and considers and addresses certain other issues. That rule has now been issued.
Bressan, Silvia; Romanato, Sabrina; Mion, Teresa; Zanconato, Stefania; Da Dalt, Liviana
2012-07-01
Of the currently published clinical decision rules for the management of minor head injury (MHI) in children, the Pediatric Emergency Care Applied Research Network (PECARN) rule, derived and validated in a large multicenter prospective study cohort, with high methodologic standards, appears to be the best clinical decision rule to accurately identify children at very low risk of clinically important traumatic brain injuries (ciTBI) in the pediatric emergency department (PED). This study describes the implementation of an adapted version of the PECARN rule in a tertiary care academic PED in Italy and evaluates implementation success, in terms of medical staff adherence and satisfaction, as well as its effects on clinical practice. The adapted PECARN decision rule algorithms for children (one for those younger than 2 years and one for those older than 2 years) were actively implemented in the PED of Padova, Italy, for a 6-month testing period. Adherence and satisfaction of medical staff to the new rule were calculated. Data from 356 visits for MHI during PECARN rule implementation and those of 288 patients attending the PED for MHI in the previous 6 months were compared for changes in computed tomography (CT) scan rate, ciTBI rate (defined as death, neurosurgery, intubation for longer than 24 hours, or hospital admission at least for two nights associated with TBI) and return visits for symptoms or signs potentially related to MHI. The safety and efficacy of the adapted PECARN rule in clinical practice were also calculated. Adherence to the adapted PECARN rule was 93.5%. The percentage of medical staff satisfied with the new rule, in terms of usefulness and ease of use for rapid decision-making, was significantly higher (96% vs. 51%, p<0.0001) compared to the previous, more complex, internal guideline. CT scan was performed in 30 patients (8.4%, 95% confidence interval [CI]=6% to 11.8%) in the implementation period versus 21 patients (7.3%, 95% CI=4.8% to 10.9%) before implementation. A ciTBI occurred in three children (0.8%, 95% CI=0.3 to 2.5) during the implementation period and in two children (0.7%, 95% CI=0.2 to 2.5) in the prior 6 months. There were five return visits (1.4%) postimplementation and seven (2.4%) before implementation (p=0.506). The safety of use of the adapted PECARN rule in clinical practice was 100% (95% CI=36.8 to 100; three of three patients with ciTBI who received CT scan at first evaluation), while efficacy was 92.3% (95% CI=89 to 95; 326 of 353 patients without ciTBI who did not receive a CT scan). The adapted PECARN rule was successfully implemented in an Italian tertiary care academic PED, achieving high adherence and satisfaction of medical staff. Its use determined a low CT scan rate that was unchanged compared to previous clinical practice and showed an optimal safety and high efficacy profile. Strict monitoring is mandatory to evaluate the long-lasting benefit in patient care and/or resource utilization. © 2012 by the Society for Academic Emergency Medicine.
Shi, Yiquan; Wolfensteller, Uta; Schubert, Torsten; Ruge, Hannes
2018-02-01
Cognitive flexibility is essential to cope with changing task demands and often it is necessary to adapt to combined changes in a coordinated manner. The present fMRI study examined how the brain implements such multi-level adaptation processes. Specifically, on a "local," hierarchically lower level, switching between two tasks was required across trials while the rules of each task remained unchanged for blocks of trials. On a "global" level regarding blocks of twelve trials, the task rules could reverse or remain the same. The current task was cued at the start of each trial while the current task rules were instructed before the start of a new block. We found that partly overlapping and partly segregated neural networks play different roles when coping with the combination of global rule reversal and local task switching. The fronto-parietal control network (FPN) supported the encoding of reversed rules at the time of explicit rule instruction. The same regions subsequently supported local task switching processes during actual implementation trials, irrespective of rule reversal condition. By contrast, a cortico-striatal network (CSN) including supplementary motor area and putamen was increasingly engaged across implementation trials and more so for rule reversal than for nonreversal blocks, irrespective of task switching condition. Together, these findings suggest that the brain accomplishes the coordinated adaptation to multi-level demand changes by distributing processing resources either across time (FPN for reversed rule encoding and later for task switching) or across regions (CSN for reversed rule implementation and FPN for concurrent task switching). © 2017 Wiley Periodicals, Inc.
Federal Register 2010, 2011, 2012, 2013, 2014
2010-01-14
... Promulgation of Air Quality Implementation Plans; Indiana; Volatile Organic Compound Automobile Refinishing... automobile refinishing rule for approval into its State Implementation Plan (SIP). These rule revisions extend the applicability of Indiana's approved volatile organic compound (VOC) automobile refinishing...
Federal Register 2010, 2011, 2012, 2013, 2014
2012-05-16
... Ozone AGENCY: Environmental Protection Agency (EPA). ACTION: Withdrawal of direct final rule. SUMMARY... Particulate Matter and Ozone'' as a direct final rule on February 21, 2012. Because the EPA received adverse... Implementation Plans To Reduce Interstate Transport of Fine Particulate Matter and Ozone'' as a direct final rule...
Federal Register 2010, 2011, 2012, 2013, 2014
2010-09-27
.... These revisions include the suspension of a local wintertime cleaner burning gasoline rule, and the relaxation of a State rule governing wintertime gasoline in Clark County. EPA's proposed approval of the... limit in the State wintertime gasoline rule, if necessary, to implement the related contingency measure...
Federal Register 2010, 2011, 2012, 2013, 2014
2012-06-15
... (SIP) revision submitted by the State of Georgia, through the Department of Natural Resources... SIP revision as a direct final rule without prior proposal because the Agency views this as a... public comments received will be addressed in a subsequent final rule based on this proposed rule. EPA...
40 CFR 49.9866 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.9866 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.10290 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
....135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.10380 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
....135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.9866 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.10500 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
....135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.9870 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
....135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.10200 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
....135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.9960 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
... burning. (j) Section 49.135Rule for emissions detrimental to public health or welfare. (k) Section 49.137Rule for air pollution episodes. (l) Section 49.138Rule for the registration of air pollution sources... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.10680 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
...) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.9866 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.10110 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
... open burning. (h) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.10930 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
....135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.10530 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
...) Section 49.135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.10860 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
....135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.10710 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
....135Rule for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
Federal Register 2010, 2011, 2012, 2013, 2014
2013-01-25
... the orderly coordination and implementation of technological and other changes to facilitate... change, at least five business days prior to the date on which FINRA filed the proposed rule change... Effectiveness of Proposed Rule Change To Delay the Implementation Date of FINRA Rule 5350 (Stop Orders) January...
A software tool for modeling and simulation of numerical P systems.
Buiu, Catalin; Arsene, Octavian; Cipu, Corina; Patrascu, Monica
2011-03-01
A P system represents a distributed and parallel bio-inspired computing model in which basic data structures are multi-sets or strings. Numerical P systems have been recently introduced and they use numerical variables and local programs (or evolution rules), usually in a deterministic way. They may find interesting applications in areas such as computational biology, process control or robotics. The first simulator of numerical P systems (SNUPS) has been designed, implemented and made available to the scientific community by the authors of this paper. SNUPS allows a wide range of applications, from modeling and simulation of ordinary differential equations, to the use of membrane systems as computational blocks of cognitive architectures, and as controllers for autonomous mobile robots. This paper describes the functioning of a numerical P system and presents an overview of SNUPS capabilities together with an illustrative example. SNUPS is freely available to researchers as a standalone application and may be downloaded from a dedicated website, http://snups.ics.pub.ro/, which includes an user manual and sample membrane structures. Copyright © 2010 Elsevier Ireland Ltd. All rights reserved.
Biomimetics as a Model for Inspiring Human Innovation
NASA Technical Reports Server (NTRS)
Bar-Cohen, Yoseph
2006-01-01
Electroactive polymers (EAP) are human made actuators that are the closest to mimic biological muscles. Technology was advanced to the level that biologically inspired robots are taking increasing roles in the world around us and making science fiction ideas a closer engineering reality. Artificial technologies (AI, AM, and others) are increasingly becoming practical tools for making biologically inspired devices and instruments with enormous potential for space applications. Polymer materials are used to produce figures that resemble human and animals. These materials are widely employed by the movie industry for making acting figures and by the orthopedic industry to construct cyborg components. There are still many challenges ahead that are critical to making such possibilities practical. The annual armwrestling contest is providing an exciting measure of how well advances in EAP are implemented to address the field challenges. There is a need to document natures inventions in an engineering form to possibly inspire new capabilities.
The mathematics of virus shell assembly. Progress report 1995--1996
DOE Office of Scientific and Technical Information (OSTI.GOV)
Berger, B.
1996-08-01
This research focuses on applying computational and mathematical techniques to problems in biology, and more specifically to problems in protein folding. Significant progress has been made in the following areas relating to virus shell assembly: the local rules theory has been further developed; development has begun on a second-generation simulator which provides a more physically realistic model of assembly, collaborative efforts have continued with an experimental biologist to verify and inspire the local rules theory; an investigation has been initiated into the mechanics of virus shell assembly; laboratory experiments have been conducted on bacteriophage T4 which verify that the previouslymore » believed structure for the core may be incorrect.« less
DOT National Transportation Integrated Search
2000-06-01
The purpose of the Revised Catalog of Types of CODES Applications Implemented Using Linked : State Data (CODES) is to inspire the development of new applications for linked data that support : efforts to reduce death, disability, severity, and health...
A neural network architecture for implementation of expert systems for real time monitoring
NASA Technical Reports Server (NTRS)
Ramamoorthy, P. A.
1991-01-01
Since neural networks have the advantages of massive parallelism and simple architecture, they are good tools for implementing real time expert systems. In a rule based expert system, the antecedents of rules are in the conjunctive or disjunctive form. We constructed a multilayer feedforward type network in which neurons represent AND or OR operations of rules. Further, we developed a translator which can automatically map a given rule base into the network. Also, we proposed a new and powerful yet flexible architecture that combines the advantages of both fuzzy expert systems and neural networks. This architecture uses the fuzzy logic concepts to separate input data domains into several smaller and overlapped regions. Rule-based expert systems for time critical applications using neural networks, the automated implementation of rule-based expert systems with neural nets, and fuzzy expert systems vs. neural nets are covered.
Performance of Grey Wolf Optimizer on large scale problems
NASA Astrophysics Data System (ADS)
Gupta, Shubham; Deep, Kusum
2017-01-01
For solving nonlinear continuous problems of optimization numerous nature inspired optimization techniques are being proposed in literature which can be implemented to solve real life problems wherein the conventional techniques cannot be applied. Grey Wolf Optimizer is one of such technique which is gaining popularity since the last two years. The objective of this paper is to investigate the performance of Grey Wolf Optimization Algorithm on large scale optimization problems. The Algorithm is implemented on 5 common scalable problems appearing in literature namely Sphere, Rosenbrock, Rastrigin, Ackley and Griewank Functions. The dimensions of these problems are varied from 50 to 1000. The results indicate that Grey Wolf Optimizer is a powerful nature inspired Optimization Algorithm for large scale problems, except Rosenbrock which is a unimodal function.
Yang, Jin; Hlavacek, William S.
2011-01-01
Rule-based models, which are typically formulated to represent cell signaling systems, can now be simulated via various network-free simulation methods. In a network-free method, reaction rates are calculated for rules that characterize molecular interactions, and these rule rates, which each correspond to the cumulative rate of all reactions implied by a rule, are used to perform a stochastic simulation of reaction kinetics. Network-free methods, which can be viewed as generalizations of Gillespie’s method, are so named because these methods do not require that a list of individual reactions implied by a set of rules be explicitly generated, which is a requirement of other methods for simulating rule-based models. This requirement is impractical for rule sets that imply large reaction networks (i.e., long lists of individual reactions), as reaction network generation is expensive. Here, we compare the network-free simulation methods implemented in RuleMonkey and NFsim, general-purpose software tools for simulating rule-based models encoded in the BioNetGen language. The method implemented in NFsim uses rejection sampling to correct overestimates of rule rates, which introduces null events (i.e., time steps that do not change the state of the system being simulated). The method implemented in RuleMonkey uses iterative updates to track rule rates exactly, which avoids null events. To ensure a fair comparison of the two methods, we developed implementations of the rejection and rejection-free methods specific to a particular class of kinetic models for multivalent ligand-receptor interactions. These implementations were written with the intention of making them as much alike as possible, minimizing the contribution of irrelevant coding differences to efficiency differences. Simulation results show that performance of the rejection method is equal to or better than that of the rejection-free method over wide parameter ranges. However, when parameter values are such that ligand-induced aggregation of receptors yields a large connected receptor cluster, the rejection-free method is more efficient. PMID:21832806
DOE Office of Scientific and Technical Information (OSTI.GOV)
Friedman-Hill, Ernest
Java Expert Shell System - Jess - is a rule engine and scripting environment written entirely in Sun's Java language, Jess was orginially inspired by the CLIPS expert system shell, but has grown int a complete, distinct JAVA-influenced environment of its own. Using Jess, you can build Java applets and applications that have the capacity to "reason" using knowledge you supply in the form of declarative rules. Jess is surprisingly fast, and for some problems is faster than CLIPS, in that many Jess scripts are valid CLIPS scripts and vice-versa. Like CLIPS, Jess uses the Rete algorithm to process rules,more » a very efficient mechanism for solving the difficult many-to-many matching problem. Jess adds many features to CLIPS, including backwards chaining and the ability to manipulate and directly reason about Java objects. Jess is also a powerful Java scripting environment, from which you can create Java objects and call Java methods without compiling any Java Code.« less
Federal Register 2010, 2011, 2012, 2013, 2014
2010-07-26
... the Federal Register final rules implementing the provision of the Honest Leadership and Open... implement section 601 of the Honest Leadership and Open Government Act of 2007. See Final Rules on Campaign...
76 FR 38747 - Review of New Sources and Modifications in Indian Country
Federal Register 2010, 2011, 2012, 2013, 2014
2011-07-01
...The EPA is finalizing a Federal Implementation Plan (FIP) under the Clean Air Act (CAA or Act) for Indian country. The FIP includes two New Source Review (NSR) regulations for the protection of air resources in Indian country. The first rule applies to new and modified minor stationary sources (minor sources) and to minor modifications at existing major stationary sources (major sources) throughout Indian country. The second rule (nonattainment major NSR rule) applies to new and modified major sources in areas of Indian country that are designated as not attaining the National Ambient Air Quality Standards (NAAQS). These rules will be implemented by EPA or a delegate Tribal agency assisting EPA with administration of the rules, until replaced by an EPA-approved implementation plan.
Biomimetics--using nature to inspire human innovation.
Bar-Cohen, Yoseph
2006-03-01
Evolution has resolved many of nature's challenges leading to lasting solutions. Nature has always inspired human achievements and has led to effective materials, structures, tools, mechanisms, processes, algorithms, methods, systems, and many other benefits (Bar-Cohen Y (ed) 2005 Biomimetics-Biologically Inspired Technologies (Boca Raton, FL: CRC Press) pp 1-552). This field, which is known as biomimetics, offers enormous potential for inspiring new capabilities for exciting future technologies. There are numerous examples of biomimetic successes that involve making simple copies, such as the use of fins for swimming. Others examples involved greater mimicking complexity including the mastery of flying that became possible only after the principles of aerodynamics were better understood. Some commercial implementations of biomimetics, including robotic toys and movie subjects, are increasingly appearing and behaving like living creatures. More substantial benefits of biomimetics include the development of prosthetics that closely mimic real limbs and sensory-enhancing microchips that are interfaced with the brain to assist in hearing, seeing and controlling instruments. A review is given of selected areas that were inspired by nature, and an outlook for potential development in biomimetics is presented.
Federal Register 2010, 2011, 2012, 2013, 2014
2012-10-16
... of Practice in Air Safety Proceedings; Rules Implementing the Equal Access to Justice Act of 1980... procedure concerning applications for fees and expenses under the Equal Access to Justice Act of 1980 (EAJA... procedure, Airmen, Aviation safety. 49 CFR Part 826 Claims, Equal access to justice, Lawyers. For the...
Federal Register 2010, 2011, 2012, 2013, 2014
2013-06-20
... (EPA). ACTION: Final rule. SUMMARY: EPA is finalizing approval of four Kansas State Implementation Plan... of proposed rulemaking for this action, which was published on April 17, 2013. DATES: This rule will... those portions in the April 17, 2013, proposed rule since they had already been acted upon by EPA. With...
Federal Register 2010, 2011, 2012, 2013, 2014
2012-08-07
... not be displayed,\\3\\ a change that will improve system and inter-market price stability. The display... Delay the Implementation Date of Non-Display of Primary Pegged Orders With an Offset Amount August 1... Proposed Rule Change The Exchange proposes a rule change to delay the implementation date for its rule...
78 FR 68367 - Approval and Promulgation of Air Quality Implementation Plans; Ohio; Ohio NOX
Federal Register 2010, 2011, 2012, 2013, 2014
2013-11-14
... Clean Air Act, which allows for Ohio's Clean Air Interstate Rule (CAIR) NO X Ozone Season Trading Program rules to supersede Ohio's nitrogen oxides (NO X ) State Implementation Plan (SIP) Call Budget Trading Program rules, but leave other requirements of the NO X SIP Call in place for units not covered by...
40 CFR 49.10890 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.10020 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.10470 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139 Rule for non-Title V... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.10230 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.10260 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.9990 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
... health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49.139Rule for non-Title V... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
Federal Register 2010, 2011, 2012, 2013, 2014
2011-11-04
... Promulgation of Air Quality Implementation Plans; North Dakota; Revisions to the Air Pollution Control Rules... letter dated April 6, 2009. The revisions affect North Dakota's air pollution control rules regarding... public hearing on October 7, 2008 to consider the revisions to the Air Pollution Control Rules. Following...
Federal Register 2010, 2011, 2012, 2013, 2014
2010-11-29
... Promulgation of Air Quality Implementation Plans; Maryland; Control of Volatile Organic Compound Emissions From Industrial Solvent Cleaning Operations; Withdrawal of Direct Final Rule AGENCY: Environmental Protection... withdrawing the direct final rule to approve revisions to Maryland's State Implementation Plan (SIP). This SIP...
Federal Register 2010, 2011, 2012, 2013, 2014
2011-09-08
... California State Implementation Plan, Yolo- Solano Air Quality Management District AGENCY: Environmental...-Solano Air Quality Management District portion of the California State Implementation Plan (SIP). This... the following local rule: Yolo-Solano Air Quality Management District Rule 2.41, Expandable...
Federal Register 2010, 2011, 2012, 2013, 2014
2011-08-04
... the California State Implementation Plan; South Coast Air Quality Management District AGENCY... the South Coast Air Quality Management District portion of the California State Implementation Plan... following local rule: South Coast Air Quality Management District Rule 1175, Control of Emissions from the...
Federal Register 2010, 2011, 2012, 2013, 2014
2012-08-29
... Quality Implementation Plans; California; South Coast Air Quality Management District; Prevention of... rule. SUMMARY: EPA is proposing approval of a permitting rule submitted for the South Coast Air Quality Management District (District) portion of the California State Implementation Plan (SIP). The State is...
40 CFR 49.9986 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation Plan for...
40 CFR 49.10106 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation...
40 CFR 49.9956 - Contents of implementation plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
... detrimental to public health or welfare. (k) Section 49.137Rule for air pollution episodes. (l) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (m) Section 49... ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes-Region X Implementation Plan for...
Federal Register 2010, 2011, 2012, 2013, 2014
2013-10-04
...This final rule implements changes that were proposed on November 29, 2012 in a proposed rule entitled Revisions to the Export Administration Regulations (EAR) To Make the Commerce Control List (CCL) Clearer. The changes in the November 29 proposed rule were informed by public comments received in response to an advance notice of proposed rulemaking entitled Commerce Control List: Revising Descriptions of Items and Foreign Availability published as part of the President's Export Control Reform (ECR) Initiative on December 9, 2010. This final rule implements changes that can be made to the CCL without requiring changes to multilateral export control regime guidelines or lists. This final rule also makes conforming changes and minor clarifications as a result of the publication of two final rules implementing the Export Control Reform Initiative: the April 16, 2013 final rule entitled Revisions to the Export Administration Regulations: Initial Implementation of Export Control Reform; and the July 8, 2013 final rule entitled Revisions to the Export Administration Regulations: Military Vehicles; Vessels of War; Submersible Vessels, Oceanographic Equipment; Related Items; and Auxiliary and Miscellaneous Items that the President Determines No Longer Warrant Control under the United States Munitions List. Lastly, this final rule is making revisions to the EAR as a result of public comments received in response to the November 29 proposed rule and to a notice of inquiry (NOI) entitled Request for Public Comments on Shipping Tolerances for Export Licenses Issued by the Bureau of Industry and Security (BIS), that BIS published on July 5, 2012.
Thillaivanam, Saravanapriya; Amin, Arwa M; Gopalakrishnan, Sheila; Ibrahim, Baharudin
2016-10-01
Sore throats may be due to either viral or group A beta hemolytic streptococcus (GABHS) infections; but diagnosis of the etiology of a sore throat is difficult, often leading to unnecessary antibiotic prescriptions and consequent increases in bacterial resistance. Scoring symptoms using the McIsaac clinical decision rule can help physicians to diagnose and manage streptococcal infections leading to sore throat and have been recommended by the Ministry of Health, Malaysia. In this paper, we offer the first assessment of the effectiveness of the McIsaac rule in a clinical setting in Malaysia. This study is a retrospective review of 116 pediatric patients presenting with sore throat. Group A comprised patients before the implementation of the McIsaac rule and Group B comprised patients after the implementation. Unnecessary throat swab cultures were reduced by 40% (P = 0.003). Redundant antibiotic prescriptions were reduced by 26.5% (P = 0.003) and the overall use of antibiotics was reduced by 22.1% (P = 0.003). The pediatricians' compliance rate to McIsaac rule criteria was 45% before implementation of the McIsaac rule, but improved to 67.9% (P = 0.0005) after implementation. The McIsaac rule is an effective tool for the management of sore throat in children in Malaysia.
Congress gives EPA authority to develop and implement federal stormwater regulations which must go through a rulemaking process. The process includes a proposal, public comment, and a final rule that must then be implemented and enforced.
Revised Total Coliform Webinar for Primacy Agencies
This webinar was created to assist Primacy Agencies in the implementation of the Revised Total Coliform Rule. It provides an overview of the requirements in the rule and implementation guidance for Primacy Agencies.
Morris, Rebecca L; Ashcroft, Darren; Phipps, Denham; Bower, Peter; O'Donoghue, Donal; Roderick, Paul; Harding, Sarah; Lewington, Andrew; Blakeman, Thomas
2016-07-22
In response to growing demand for urgent care services there is a need to implement more effective strategies in primary care to support patients with complex care needs. Improving primary care management of kidney health through the implementation of 'sick day rules' (i.e. temporary cessation of medicines) to prevent Acute Kidney Injury (AKI) has the potential to address a major patient safety issue and reduce unplanned hospital admissions. The aim of this study is to examine processes that may enable or constrain the implementation of 'sick day rules' for AKI prevention into routine care delivery in primary care. Forty semi-structured interviews were conducted with patients with stage 3 chronic kidney disease and purposefully sampled, general practitioners, practice nurses and community pharmacists who either had, or had not, implemented a 'sick day rule'. Normalisation Process Theory was used as a framework for data collection and analysis. Participants tended to express initial enthusiasm for sick day rules to prevent AKI, which fitted with the delivery of comprehensive care. However, interest tended to diminish with consideration of factors influencing their implementation. These included engagement within and across services; consistency of clinical message; and resources available for implementation. Participants identified that supporting patients with multiple conditions, particularly with chronic heart failure, made tailoring initiatives complex. Implementation of AKI initiatives into routine practice requires appropriate resourcing as well as training support for both patients and clinicians tailored at a local level to support system redesign.
Implementing the Schoolwide Enrichment Model in Brazil
ERIC Educational Resources Information Center
de Souza Fleith, Denise; Soriano de Alencar, Eunice M. L.
2010-01-01
The Schoolwide Enrichment Model (SEM) has been one of the most widely used models in the education of the gifted in Brazil. It has inspired the political and pedagogical project of the Centers of Activities of High Abilities/Giftedness recently implemented in 27 Brazilian states by the Ministry of Education. In this article, our experience in…
DOE Office of Scientific and Technical Information (OSTI.GOV)
NONE
Breast radiation therapy is associated with some risk of lung toxicity as well as cardiac toxicity for left-sided cases. Radiation doses to the lung and heart can be reduced by using the deep inspiration breath hold (DIBH) technique, in which the patient is simulated and treated during the deep inspiration phase of the breathing cycle. During DIBH, the heart is usually displaced posteriorly, inferiorly, and to the right, effectively expanding the distance between the heart and the breast/chest wall. As a result, the distance between the medial treatment field border and heart/lung is increased. Also, in a majority of DIBHmore » patients, the air drawn into the thoracic cavity increases the total lung volume. The DIBH was discussed by an AAPM Task Group 10 years ago in the AAPM TG 76 report. However, DIBH is still not the standard of care in many clinics, which may be partially due to challenges associated with its implementation. Therefore, this seccion will focus primarily on how to clinically implement four different DIBH techniques: (1) Active Breathing Control, (2) Spirometric Motion Management, (3) 3D Surface Image-Guided, and (4) Self-held Breath Control with Respiratory Monitoring and Feedback Guidance. Learning Objectives: Describe the physical displacement of the heart and the change in lung volume during DIBH and discuss dosimetric consequences of those changes. Provide an overview of the technical aspects. Describe work flow for patient simulation and treatment. Give an overview of commissioning and routine. Provide practical tips for clinical implementation.« less
Federal Register 2010, 2011, 2012, 2013, 2014
2012-08-07
... offset amount will not be displayed,\\3\\ a change to improve system and inter-market price stability. The... Change To Delay the Implementation of Non-Display of Primary Pegged Orders With an Offset Amount August 1... Proposed Rule Change The Exchange proposes a rule change to delay the implementation date for its rule...
Federal Register 2010, 2011, 2012, 2013, 2014
2012-05-14
... the biomass to increase. The management measures also address the derby-style fishery (the race to... implementation of the final rule for Amendment 18A to the Fishery Management Plan (FMP) for the Snapper-Grouper... final rule implementing management measures in Amendment 18A is not expected to be effective until after...
Federal Register 2010, 2011, 2012, 2013, 2014
2011-03-04
...\\ during a period when a restriction on the prices at which covered securities may be sold short is in effect (``Short Sale Price Test'') under NYSE Amex Equities Rule 440B \\5\\ (which implements the... Rule 13. \\5\\ Amendments to NYSE Amex Equities Rule 440B to implement the short sale price test...
John, Rohit Abraham; Ko, Jieun; Kulkarni, Mohit R; Tiwari, Naveen; Chien, Nguyen Anh; Ing, Ng Geok; Leong, Wei Lin; Mathews, Nripan
2017-08-01
Emulation of biological synapses is necessary for future brain-inspired neuromorphic computational systems that could look beyond the standard von Neuman architecture. Here, artificial synapses based on ionic-electronic hybrid oxide-based transistors on rigid and flexible substrates are demonstrated. The flexible transistors reported here depict a high field-effect mobility of ≈9 cm 2 V -1 s -1 with good mechanical performance. Comprehensive learning abilities/synaptic rules like paired-pulse facilitation, excitatory and inhibitory postsynaptic currents, spike-time-dependent plasticity, consolidation, superlinear amplification, and dynamic logic are successfully established depicting concurrent processing and memory functionalities with spatiotemporal correlation. The results present a fully solution processable approach to fabricate artificial synapses for next-generation transparent neural circuits. © 2017 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.
Federal Register 2010, 2011, 2012, 2013, 2014
2013-02-04
... the California State Implementation Plan, South Coast Air Quality Management District, Proposed Rule... approve a revision to the South Coast Air Quality Management District (SCAQMD) portion of the California... digesters. Rule 1127 was designed to implement the 2003 Air Quality Management Plan (AQMP) control measure...
Federal Register 2010, 2011, 2012, 2013, 2014
2011-09-01
... ENVIRONMENTAL PROTECTION AGENCY 40 CFR Part 52 [EPA-R09-OAR-2011-0537; FRL-9457-6] California State Implementation Plan, South Coast Air Quality Management District; Withdrawal of Direct Final Rule... Implementation Plan (SIP). This revision concerned South Coast Air Quality Management District (SCAQMD) Rule 1143...
Federal Register 2010, 2011, 2012, 2013, 2014
2012-07-02
... ENVIRONMENTAL PROTECTION AGENCY 40 CFR Part 52 [EPA-R09-OAR-2012-0236; FRL-9690-9] Withdrawal of Direct Final Rule Revising the California State Implementation Plan, South Coast Air Quality Management... State Implementation Plan (SIP). This revision concerned South Coast Air Quality Management District...
Federal Register 2010, 2011, 2012, 2013, 2014
2012-08-23
... National Forest System Land Management Planning Rule AGENCY: Forest Service, USDA. ACTION: Notice of meeting. SUMMARY: The National Advisory Committee for Implementation of the National Forest System Land... implementation of the National Forest System Land Management Rule. The meeting is open to the public. The purpose...
Surface Water Treatment Rules State Implementation Guidance
These documents provide guidance to states, tribes and U.S. EPA Regions exercising primary enforcement responsibility under the Safe Drinking Water Act. The documents contain EPA’s recommendations for implementation of the Surface Water Treatment Rules.
Federal Register 2010, 2011, 2012, 2013, 2014
2012-02-09
...The United States Patent and Trademark Office (Office or USPTO) proposes new rules of practice to implement the provisions of the Leahy-Smith America Invents Act that provide for trials before the Patent Trial and Appeal Board (Board). The proposed rules would provide a consolidated set of rules relating to Board trial practice for inter partes review, post-grant review, the transitional program for covered business method patents, and derivation proceedings. The proposed rules would also provide a consolidated set of rules to implement the provisions of the Leahy-Smith America Invents Act related to seeking judicial review of Board decisions.
Wright, Adam; Sittig, Dean F
2015-01-01
Objective Clinical decision support (CDS) is essential for delivery of high-quality, cost-effective, and safe healthcare. The authors sought to evaluate the CDS capabilities across electronic health record (EHR) systems. Methods We evaluated the CDS implementation capabilities of 8 Office of the National Coordinator for Health Information Technology Authorized Certification Body (ONC-ACB)-certified EHRs. Within each EHR, the authors attempted to implement 3 user-defined rules that utilized the various data and logic elements expected of typical EHRs and that represented clinically important evidenced-based care. The rules were: 1) if a patient has amiodarone on his or her active medication list and does not have a thyroid-stimulating hormone (TSH) result recorded in the last 12 months, suggest ordering a TSH; 2) if a patient has a hemoglobin A1c result >7% and does not have diabetes on his or her problem list, suggest adding diabetes to the problem list; and 3) if a patient has coronary artery disease on his or her problem list and does not have aspirin on the active medication list, suggest ordering aspirin. Results Most evaluated EHRs lacked some CDS capabilities; 5 EHRs were able to implement all 3 rules, and the remaining 3 EHRs were unable to implement any of the rules. One of these did not allow users to customize CDS rules at all. The most frequently found shortcomings included the inability to use laboratory test results in rules, limit rules by time, use advanced Boolean logic, perform actions from the alert interface, and adequately test rules. Conclusion Significant improvements in the EHR certification and implementation procedures are necessary. PMID:26104739
Derosiere, Gerard; Zénon, Alexandre; Alamia, Andrea; Duque, Julie
2017-02-01
In the present study, we investigated the functional contribution of the human primary motor cortex (M1) to motor decisions. Continuous theta burst stimulation (cTBS) was used to alter M1 activity while participants performed a decision-making task in which the reward associated with the subjects' responses (right hand finger movements) depended on explicit and implicit value-based rules. Subjects performed the task over two consecutive days and cTBS occurred in the middle of Day 2, once the subjects were just about to implement implicit rules, in addition to the explicit instructions, to choose their responses, as evident in the control group (cTBS over the right somatosensory cortex). Interestingly, cTBS over the left M1 prevented subjects from implementing the implicit value-based rule while its implementation was enhanced in the group receiving cTBS over the right M1. Hence, cTBS had opposite effects depending on whether it was applied on the contralateral or ipsilateral M1. The use of the explicit value-based rule was unaffected by cTBS in the three groups of subject. Overall, the present study provides evidence for a functional contribution of M1 to the implementation of freshly acquired implicit rules, possibly through its involvement in a cortico-subcortical network controlling value-based motor decisions. Copyright © 2016 Elsevier Inc. All rights reserved.
75 FR 67282 - Provisions Common to Registered Entities
Federal Register 2010, 2011, 2012, 2013, 2014
2010-11-02
...The Commodity Futures Trading Commission (``Commission'' or ``CFTC'') is proposing rules to implement new statutory provisions enacted under Title VII of the Dodd-Frank Wall Street Reform and Consumer Protection Act (``Dodd-Frank Act'') and amend existing rules affected by the passage of the Dodd-Frank Act. These proposed rules apply to designated contract markets (``DCMs''), derivatives clearing organizations (``DCOs''), swap execution facilities (``SEFs'') and swap data repositories (``SDRs''). The proposed rules implement the new statutory framework for certification and approval for new products, new rules and rule amendments submitted to the Commission by registered entities. Furthermore, the proposed rules prohibit event contracts based on certain excluded commodities, establish special procedures for certain rule changes proposed by systemically important derivatives clearing organizations (``SIDCOs''), and provide for the tolling of review periods for certain novel derivative products pending the resolution of jurisdictional determinations.
Hills, Laura
2015-01-01
A medical practice team without trust isn't really a team; it's just a group of individuals who work together in a medical practice, often making disappointing progress. This is true no matter how capable or talented the individuals are. Your staff may never reach its full potential if trust is not present. This article offers medical practice managers 30 rules for building trust in their practices: 15 rules that will help them in their leadership roles, and 15 rules to teach and discuss with their employees. It suggests a trust-building screening question to include in job interviews to determine if applicants have a high capacity for trust. It also describes Reina and Reina's "Three C's of Trust," a model that practice managers may find useful as they develop trust competencies in their staffs. This article also includes 10 inspiring quotes that will help medical practice employees build trust and five easy-to-facilitate trust-building exercises that managers can use with the medical practice team.
Federal Register 2010, 2011, 2012, 2013, 2014
2012-05-25
... Contracts'') and Implement Rule Text Necessary To Distinguish Mini-Options Contracts From Option Contracts...-options contracts'') and implement rule text necessary to distinguish mini-options contracts from option...
75 FR 77051 - Rules Implementing Amendments to the Investment Advisers Act of 1940
Federal Register 2010, 2011, 2012, 2013, 2014
2010-12-10
...The Securities and Exchange Commission is proposing new rules and rule amendments under the Investment Advisers Act of 1940 to implement provisions of the Dodd-Frank Wall Street Reform and Consumer Protection Act. These rules and rule amendments are designed to give effect to provisions of Title IV of the Dodd-Frank Act that, among other things, increase the statutory threshold for registration by investment advisers with the Commission, require advisers to hedge funds and other private funds to register with the Commission, and require reporting by certain investment advisers that are exempt from registration. In addition, we are proposing rule amendments, including amendments to the Commission's pay-to-play rule, that address a number of other changes to the Advisers Act made by the Dodd-Frank Act.
Impact of Operating Rules on Planning Capacity Expansion of Urban Water Supply Systems
NASA Astrophysics Data System (ADS)
de Neufville, R.; Galelli, S.; Tian, X.
2017-12-01
This study addresses the impact of operating rules on capacity planning of urban water supply systems. The continuous growth of metropolitan areas represents a major challenge for water utilities, which often rely on industrial water supply (e.g., desalination, reclaimed water) to complement natural resources (e.g., reservoirs). These additional sources increase the reliability of supply, equipping operators with additional means to hedge against droughts. How do their rules for using industrial water supply impact the performance of water supply system? How might it affect long-term plans for capacity expansion? Possibly significantly, as demonstrated by the analysis of the operations and planning of a water supply system inspired by Singapore. Our analysis explores the system dynamics under multiple inflow and management scenarios to understand the extent to which alternative operating rules for the use of industrial water supply affect system performance. Results first show that these operating rules can have significant impact on the variability in system performance (e.g., reliability, energy use) comparable to that of hydro-climatological conditions. Further analyses of several capacity expansion exercises—based on our original hydrological and management scenarios—show that operating rules significantly affect the timing and magnitude of critical decisions, such as the construction of new desalination plants. These results have two implications: Capacity expansion analysis should consider the effect of a priori uncertainty about operating rules; and operators should consider how their flexibility in operating rules can affect their perceived need for capacity.
Amoeba-inspired nanoarchitectonic computing implemented using electrical Brownian ratchets.
Aono, M; Kasai, S; Kim, S-J; Wakabayashi, M; Miwa, H; Naruse, M
2015-06-12
In this study, we extracted the essential spatiotemporal dynamics that allow an amoeboid organism to solve a computationally demanding problem and adapt to its environment, thereby proposing a nature-inspired nanoarchitectonic computing system, which we implemented using a network of nanowire devices called 'electrical Brownian ratchets (EBRs)'. By utilizing the fluctuations generated from thermal energy in nanowire devices, we used our system to solve the satisfiability problem, which is a highly complex combinatorial problem related to a wide variety of practical applications. We evaluated the dependency of the solution search speed on its exploration parameter, which characterizes the fluctuation intensity of EBRs, using a simulation model of our system called 'AmoebaSAT-Brownian'. We found that AmoebaSAT-Brownian enhanced the solution searching speed dramatically when we imposed some constraints on the fluctuations in its time series and it outperformed a well-known stochastic local search method. These results suggest a new computing paradigm, which may allow high-speed problem solving to be implemented by interacting nanoscale devices with low power consumption.
Rule-Based Runtime Verification
NASA Technical Reports Server (NTRS)
Barringer, Howard; Goldberg, Allen; Havelund, Klaus; Sen, Koushik
2003-01-01
We present a rule-based framework for defining and implementing finite trace monitoring logics, including future and past time temporal logic, extended regular expressions, real-time logics, interval logics, forms of quantified temporal logics, and so on. Our logic, EAGLE, is implemented as a Java library and involves novel techniques for rule definition, manipulation and execution. Monitoring is done on a state-by-state basis, without storing the execution trace.
A Swarm Optimization approach for clinical knowledge mining.
Christopher, J Jabez; Nehemiah, H Khanna; Kannan, A
2015-10-01
Rule-based classification is a typical data mining task that is being used in several medical diagnosis and decision support systems. The rules stored in the rule base have an impact on classification efficiency. Rule sets that are extracted with data mining tools and techniques are optimized using heuristic or meta-heuristic approaches in order to improve the quality of the rule base. In this work, a meta-heuristic approach called Wind-driven Swarm Optimization (WSO) is used. The uniqueness of this work lies in the biological inspiration that underlies the algorithm. WSO uses Jval, a new metric, to evaluate the efficiency of a rule-based classifier. Rules are extracted from decision trees. WSO is used to obtain different permutations and combinations of rules whereby the optimal ruleset that satisfies the requirement of the developer is used for predicting the test data. The performance of various extensions of decision trees, namely, RIPPER, PART, FURIA and Decision Tables are analyzed. The efficiency of WSO is also compared with the traditional Particle Swarm Optimization. Experiments were carried out with six benchmark medical datasets. The traditional C4.5 algorithm yields 62.89% accuracy with 43 rules for liver disorders dataset where as WSO yields 64.60% with 19 rules. For Heart disease dataset, C4.5 is 68.64% accurate with 98 rules where as WSO is 77.8% accurate with 34 rules. The normalized standard deviation for accuracy of PSO and WSO are 0.5921 and 0.5846 respectively. WSO provides accurate and concise rulesets. PSO yields results similar to that of WSO but the novelty of WSO lies in its biological motivation and it is customization for rule base optimization. The trade-off between the prediction accuracy and the size of the rule base is optimized during the design and development of rule-based clinical decision support system. The efficiency of a decision support system relies on the content of the rule base and classification accuracy. Copyright © 2015 Elsevier Ireland Ltd. All rights reserved.
Federal Register 2010, 2011, 2012, 2013, 2014
2012-06-15
... Resource Management, to EPA in two separate SIP revisions on October 19, 2007, and July 1, 2011. These SIP...) Implementation Rule NSR Update Phase II (hereafter referred to as the ``Ozone Implementation NSR Update'' or ``Phase II Rule'') recognizing nitrogen oxide (NO X ) as an ozone precursor, among other requirements. In...
Federal Register 2010, 2011, 2012, 2013, 2014
2010-04-02
... Promulgation of Implementation Plans; Texas; Revisions to Voiding of Permits and Extension of Permits AGENCY... Implementation Plan (SIP). Within this SIP submittal, the State repealed a paragraph of the SIP rule pertaining... met, including a health effects review. EPA is proposing to approve the new replacement rule for this...
Kawakami, Tomoya; Fujita, Naotaka; Yoshihisa, Tomoki; Tsukamoto, Masahiko
2014-01-01
In recent years, sensors become popular and Home Energy Management System (HEMS) takes an important role in saving energy without decrease in QoL (Quality of Life). Currently, many rule-based HEMSs have been proposed and almost all of them assume "IF-THEN" rules. The Rete algorithm is a typical pattern matching algorithm for IF-THEN rules. Currently, we have proposed a rule-based Home Energy Management System (HEMS) using the Rete algorithm. In the proposed system, rules for managing energy are processed by smart taps in network, and the loads for processing rules and collecting data are distributed to smart taps. In addition, the number of processes and collecting data are reduced by processing rules based on the Rete algorithm. In this paper, we evaluated the proposed system by simulation. In the simulation environment, rules are processed by a smart tap that relates to the action part of each rule. In addition, we implemented the proposed system as HEMS using smart taps.
45 CFR 164.306 - Security standards: General rules.
Code of Federal Regulations, 2012 CFR
2012-10-01
... RELATED REQUIREMENTS SECURITY AND PRIVACY Security Standards for the Protection of Electronic Protected Health Information § 164.306 Security standards: General rules. (a) General requirements. Covered... covered entity to reasonably and appropriately implement the standards and implementation specifications...
45 CFR 164.306 - Security standards: General rules.
Code of Federal Regulations, 2013 CFR
2013-10-01
... RELATED REQUIREMENTS SECURITY AND PRIVACY Security Standards for the Protection of Electronic Protected Health Information § 164.306 Security standards: General rules. (a) General requirements. Covered... and appropriately implement the standards and implementation specifications as specified in this...
Physicists Get INSPIREd: INSPIRE Project and Grid Applications
NASA Astrophysics Data System (ADS)
Klem, Jukka; Iwaszkiewicz, Jan
2011-12-01
INSPIRE is the new high-energy physics scientific information system developed by CERN, DESY, Fermilab and SLAC. INSPIRE combines the curated and trusted contents of SPIRES database with Invenio digital library technology. INSPIRE contains the entire HEP literature with about one million records and in addition to becoming the reference HEP scientific information platform, it aims to provide new kinds of data mining services and metrics to assess the impact of articles and authors. Grid and cloud computing provide new opportunities to offer better services in areas that require large CPU and storage resources including document Optical Character Recognition (OCR) processing, full-text indexing of articles and improved metrics. D4Science-II is a European project that develops and operates an e-Infrastructure supporting Virtual Research Environments (VREs). It develops an enabling technology (gCube) which implements a mechanism for facilitating the interoperation of its e-Infrastructure with other autonomously running data e-Infrastructures. As a result, this creates the core of an e-Infrastructure ecosystem. INSPIRE is one of the e-Infrastructures participating in D4Science-II project. In the context of the D4Science-II project, the INSPIRE e-Infrastructure makes available some of its resources and services to other members of the resulting ecosystem. Moreover, it benefits from the ecosystem via a dedicated Virtual Organization giving access to an array of resources ranging from computing and storage resources of grid infrastructures to data and services.
A Physics-Inspired Mechanistic Model of Migratory Movement Patterns in Birds.
Revell, Christopher; Somveille, Marius
2017-08-29
In this paper, we introduce a mechanistic model of migratory movement patterns in birds, inspired by ideas and methods from physics. Previous studies have shed light on the factors influencing bird migration but have mainly relied on statistical correlative analysis of tracking data. Our novel method offers a bottom up explanation of population-level migratory movement patterns. It differs from previous mechanistic models of animal migration and enables predictions of pathways and destinations from a given starting location. We define an environmental potential landscape from environmental data and simulate bird movement within this landscape based on simple decision rules drawn from statistical mechanics. We explore the capacity of the model by qualitatively comparing simulation results to the non-breeding migration patterns of a seabird species, the Black-browed Albatross (Thalassarche melanophris). This minimal, two-parameter model was able to capture remarkably well the previously documented migration patterns of the Black-browed Albatross, with the best combination of parameter values conserved across multiple geographically separate populations. Our physics-inspired mechanistic model could be applied to other bird and highly-mobile species, improving our understanding of the relative importance of various factors driving migration and making predictions that could be useful for conservation.
Innovation Inspired by Nature: Capabilities, Potentials and Challenges
NASA Technical Reports Server (NTRS)
Bar-Cohen, Yoseph
2012-01-01
Through evolution, nature came up with many effective solutions to its challenges and continually improving them. By mimicking, coping and being inspired, humans have been using Nature's solutions to address their own challenges. In recent years, the implementation of nature's capabilities has intensified with our growing understanding of the various biological and nastic mechanisms and processes. Successes include even the making of humanlike robots that perform such lifelike tasks as walking, talking, making eye-contact, interpreting speech and facial expressions, as well as many other humanlike functions. Generally, once humans are able to implement a function then, thru rapid advances in technology, capabilities are developed that can significantly exceed the original source of inspiration in Nature. Examples include flight where there is no species that can fly as high, carry so much mass, has so large dimensions and fly so fast, and operate at as such extreme conditions as our aircraft and other aerospace systems. However, using the capabilities of today's technology, there are many challenges that are not feasible to address in mimicking characteristics of species and plants. In this manuscript, state-of-the-art of biomimetic capabilities, potentials and challenges are reviewed.
77 FR 57017 - Privacy Act; Implementation
Federal Register 2010, 2011, 2012, 2013, 2014
2012-09-17
... Act; Implementation AGENCY: Defense Intelligence Agency, DoD. ACTION: Direct final rule with request for comments. SUMMARY: Defense Intelligence Agency (DIA) is proposing to update the DIA Privacy Act... Records. This direct final rule makes nonsubstantive changes to the Defense Intelligence Agency Program...
Factsheet -- EPA’s Rule to Implement the Formaldehyde Standards for Composite Wood Products Act
This factsheet explains EPA's final rule to implement the Formaldehyde Standards for Composite Wood Products Act and reduce exposure to formaldehyde vapors from certain wood products produced domestically or imported into the United States.
Project #OA&E-FY18-0162, March 28, 2018. The OIG plans to begin preliminary research to evaluate the EPA's implementation and enforcement of the Lead-Based Paint Renovation, Repair and Painting Rule (RRP).
Bryan-Jones, Katherine; Bero, Lisa A.
2003-01-01
Objectives. We describe tobacco industry strategies to defeat the Occupational Safety and Health Administration (OSHA) Indoor Air Quality rule and the implementation of those strategies. Methods. We analyzed tobacco industry documents, public commentary on, and media coverage of the OSHA rule. Results. The tobacco industry had 5 strategies: (1) maintain scientific debate about the basis of the rule, (2) delay deliberation on the rule, (3) redefine the scope of the rule, (4) recruit and assist labor and business organizations in opposing the rule, and (5) increase media coverage of the tobacco industry position. The tobacco industry successfully implemented all 5 strategies. Conclusions. Our findings suggest that regulatory authorities must take into account the source, motivation, and validity of arguments used in the regulatory process in order to make accurately informed decisions. PMID:12660202
Final NPDES Electronic Reporting Rule Fact Sheet
Fact sheet explaining the National Pollution Discharge Elimination System (NPDES) Electronic Reporting Rule. The fact sheet provides information on the purpose of the rule, benefits and implementation.
Global phenomena from local rules: Peer-to-peer networks and crystal steps
NASA Astrophysics Data System (ADS)
Finkbiner, Amy
Even simple, deterministic rules can generate interesting behavior in dynamical systems. This dissertation examines some real world systems for which fairly simple, locally defined rules yield useful or interesting properties in the system as a whole. In particular, we study routing in peer-to-peer networks and the motion of crystal steps. Peers can vary by three orders of magnitude in their capacities to process network traffic. This heterogeneity inspires our use of "proportionate load balancing," where each peer provides resources in proportion to its individual capacity. We provide an implementation that employs small, local adjustments to bring the entire network into a global balance. Analytically and through simulations, we demonstrate the effectiveness of proportionate load balancing on two routing methods for de Bruijn graphs, introducing a new "reversed" routing method which performs better than standard forward routing in some cases. The prevalence of peer-to-peer applications prompts companies to locate the hosts participating in these networks. We explore the use of supervised machine learning to identify peer-to-peer hosts, without using application-specific information. We introduce a model for "triples," which exploits information about nearly contemporaneous flows to give a statistical picture of a host's activities. We find that triples, together with measurements of inbound vs. outbound traffic, can capture most of the behavior of peer-to-peer hosts. An understanding of crystal surface evolution is important for the development of modern nanoscale electronic devices. The most commonly studied surface features are steps, which form at low temperatures when the crystal is cut close to a plane of symmetry. Step bunching, when steps arrange into widely separated clusters of tightly packed steps, is one important step phenomenon. We analyze a discrete model for crystal steps, in which the motion of each step depends on the two steps on either side of it. We find an time-dependence term for the motion that does not appear in continuum models, and we determine an explicit dependence on step number.
40 CFR 52.245 - New Source Review rules.
Code of Federal Regulations, 2014 CFR
2014-07-01
...) APPROVAL AND PROMULGATION OF IMPLEMENTATION PLANS California §52.245 New Source Review rules. (a) Approval of the New Source Review rules for the San Joaquin Valley Unified Air Pollution Control District... Review rules for the San Joaquin Valley Unified Air Pollution Control District Rules 2020 and 2201 as...
Federal Register 2010, 2011, 2012, 2013, 2014
2013-03-22
...The EPA is taking final action to promulgate a Reservation- specific Federal Implementation Plan in order to regulate emissions from oil and natural gas production facilities located on the Fort Berthold Indian Reservation in North Dakota. The Federal Implementation Plan includes basic air quality regulations for the protection of communities in and adjacent to the Fort Berthold Indian Reservation. The Federal Implementation Plan requires owners and operators of oil and natural gas production facilities to reduce emissions of volatile organic compounds emanating from well completions, recompletions, and production and storage operations. This Federal Implementation Plan will be implemented by the EPA, or a delegated tribal authority, until replaced by a Tribal Implementation Plan. The EPA proposed a Reservation-specific Federal Implementation Plan concurrently with an interim final rule on August 15, 2012. This final Federal Implementation Plan replaces the interim final rule in all intents and purposes on the effective date of the final rule. The EPA is taking this action pursuant to the Clean Air Act (CAA).
Technology and business practices that work.
DOT National Transportation Integrated Search
2013-04-01
This report highlights exciting activities in five states today that have potential for : implementation in other departments of transportation. The variety is impressive, and : the sense of innovation inspiring. : In Florida, deliberate decision-mak...
Sound Classification in Hearing Aids Inspired by Auditory Scene Analysis
NASA Astrophysics Data System (ADS)
Büchler, Michael; Allegro, Silvia; Launer, Stefan; Dillier, Norbert
2005-12-01
A sound classification system for the automatic recognition of the acoustic environment in a hearing aid is discussed. The system distinguishes the four sound classes "clean speech," "speech in noise," "noise," and "music." A number of features that are inspired by auditory scene analysis are extracted from the sound signal. These features describe amplitude modulations, spectral profile, harmonicity, amplitude onsets, and rhythm. They are evaluated together with different pattern classifiers. Simple classifiers, such as rule-based and minimum-distance classifiers, are compared with more complex approaches, such as Bayes classifier, neural network, and hidden Markov model. Sounds from a large database are employed for both training and testing of the system. The achieved recognition rates are very high except for the class "speech in noise." Problems arise in the classification of compressed pop music, strongly reverberated speech, and tonal or fluctuating noises.
2007-01-06
NASA engineers Scott Olive (left) and Bo Clarke answer questions during the 2007 FIRST (For Inspiration and Recognition of Science and Technology) Robotics Competition regional kickoff event held Saturday, Jan. 6, 2007, at StenniSphere, the visitor center at NASA Stennis Space Center near Bay St. Louis, Miss. The SSC employees and FIRST Robotics volunteer mentors are standing near a mock-up of the playing field for the FIRST Robotics' 2007 `Rack n' Roll' challenge. Roughly 300 students and adult volunteers - representing 29 high schools from four states - attended the kickoff to hear the rules of `Rack n' Roll.' The teams will spend the next six weeks building and programming robots from parts kits they received Saturday, then battle their creations at regional spring competitions in New Orleans, Houston, Atlanta and other cities around the nation. FIRST aims to inspire students in the pursuit of engineering and technology studies and careers.
NASA Technical Reports Server (NTRS)
2007-01-01
NASA engineers Scott Olive (left) and Bo Clarke answer questions during the 2007 FIRST (For Inspiration and Recognition of Science and Technology) Robotics Competition regional kickoff event held Saturday, Jan. 6, 2007, at StenniSphere, the visitor center at NASA Stennis Space Center near Bay St. Louis, Miss. The SSC employees and FIRST Robotics volunteer mentors are standing near a mock-up of the playing field for the FIRST Robotics' 2007 `Rack n' Roll' challenge. Roughly 300 students and adult volunteers - representing 29 high schools from four states - attended the kickoff to hear the rules of `Rack n' Roll.' The teams will spend the next six weeks building and programming robots from parts kits they received Saturday, then battle their creations at regional spring competitions in New Orleans, Houston, Atlanta and other cities around the nation. FIRST aims to inspire students in the pursuit of engineering and technology studies and careers.
49 CFR 220.302 - Operating rules implementing the requirements of this subpart.
Code of Federal Regulations, 2010 CFR
2010-10-01
... 49 Transportation 4 2010-10-01 2010-10-01 false Operating rules implementing the requirements of this subpart. 220.302 Section 220.302 Transportation Other Regulations Relating to Transportation (Continued) FEDERAL RAILROAD ADMINISTRATION, DEPARTMENT OF TRANSPORTATION RAILROAD COMMUNICATIONS Electronic...
77 FR 15590 - Privacy Act; Implementation
Federal Register 2010, 2011, 2012, 2013, 2014
2012-03-16
... Act; Implementation AGENCY: Defense Intelligence Agency, DoD. ACTION: Direct final rule with request for comments. SUMMARY: Defense Intelligence Agency (DIA) is proposing to update the DIA Privacy Act... nonsubstantive changes to the Defense Intelligence Agency (DIA) Privacy Program rules. These changes will allow...
76 FR 69132 - Trademark Technical and Conforming Amendments
Federal Register 2010, 2011, 2012, 2013, 2014
2011-11-08
... Madrid Agreement Concerning the International Registration of Marks (``Madrid Rules'') to implement the... Cases and the Madrid Rules to implement the Trademark Technical and Conforming Amendment Act of 2010... Madrid Protocol (``Madrid Protocol registrants'') to file Affidavits or Declarations of Use or Excusable...
78 FR 69551 - Privacy Act; Implementation
Federal Register 2010, 2011, 2012, 2013, 2014
2013-11-20
... Privacy Act; Implementation AGENCY: Defense Intelligence Agency, DoD. ACTION: Direct final rule with request for comments. SUMMARY: Defense Intelligence Agency (DIA) is proposing to update the DIA Privacy... Privacy Program rules that will exempt applicable Department records and/or material from certain portions...
NASA Astrophysics Data System (ADS)
Glick, Aaron; Carr, Lincoln; Calarco, Tommaso; Montangero, Simone
2014-03-01
In order to investigate the emergence of complexity in quantum systems, we present a quantum game of life, inspired by Conway's classic game of life. Through Matrix Product State (MPS) calculations, we simulate the evolution of quantum systems, dictated by a Hamiltonian that defines the rules of our quantum game. We analyze the system through a number of measures which elicit the emergence of complexity in terms of spatial organization, system dynamics, and non-local mutual information within the network. Funded by NSF
NASA Technical Reports Server (NTRS)
Ramamoorthy, P. A.; Huang, Song; Govind, Girish
1991-01-01
In fault diagnosis, control and real-time monitoring, both timing and accuracy are critical for operators or machines to reach proper solutions or appropriate actions. Expert systems are becoming more popular in the manufacturing community for dealing with such problems. In recent years, neural networks have revived and their applications have spread to many areas of science and engineering. A method of using neural networks to implement rule-based expert systems for time-critical applications is discussed here. This method can convert a given rule-based system into a neural network with fixed weights and thresholds. The rules governing the translation are presented along with some examples. We also present the results of automated machine implementation of such networks from the given rule-base. This significantly simplifies the translation process to neural network expert systems from conventional rule-based systems. Results comparing the performance of the proposed approach based on neural networks vs. the classical approach are given. The possibility of very large scale integration (VLSI) realization of such neural network expert systems is also discussed.
Learning by stimulation avoidance: A principle to control spiking neural networks dynamics
Sinapayen, Lana; Ikegami, Takashi
2017-01-01
Learning based on networks of real neurons, and learning based on biologically inspired models of neural networks, have yet to find general learning rules leading to widespread applications. In this paper, we argue for the existence of a principle allowing to steer the dynamics of a biologically inspired neural network. Using carefully timed external stimulation, the network can be driven towards a desired dynamical state. We term this principle “Learning by Stimulation Avoidance” (LSA). We demonstrate through simulation that the minimal sufficient conditions leading to LSA in artificial networks are also sufficient to reproduce learning results similar to those obtained in biological neurons by Shahaf and Marom, and in addition explains synaptic pruning. We examined the underlying mechanism by simulating a small network of 3 neurons, then scaled it up to a hundred neurons. We show that LSA has a higher explanatory power than existing hypotheses about the response of biological neural networks to external simulation, and can be used as a learning rule for an embodied application: learning of wall avoidance by a simulated robot. In other works, reinforcement learning with spiking networks can be obtained through global reward signals akin simulating the dopamine system; we believe that this is the first project demonstrating sensory-motor learning with random spiking networks through Hebbian learning relying on environmental conditions without a separate reward system. PMID:28158309
Learning by stimulation avoidance: A principle to control spiking neural networks dynamics.
Sinapayen, Lana; Masumori, Atsushi; Ikegami, Takashi
2017-01-01
Learning based on networks of real neurons, and learning based on biologically inspired models of neural networks, have yet to find general learning rules leading to widespread applications. In this paper, we argue for the existence of a principle allowing to steer the dynamics of a biologically inspired neural network. Using carefully timed external stimulation, the network can be driven towards a desired dynamical state. We term this principle "Learning by Stimulation Avoidance" (LSA). We demonstrate through simulation that the minimal sufficient conditions leading to LSA in artificial networks are also sufficient to reproduce learning results similar to those obtained in biological neurons by Shahaf and Marom, and in addition explains synaptic pruning. We examined the underlying mechanism by simulating a small network of 3 neurons, then scaled it up to a hundred neurons. We show that LSA has a higher explanatory power than existing hypotheses about the response of biological neural networks to external simulation, and can be used as a learning rule for an embodied application: learning of wall avoidance by a simulated robot. In other works, reinforcement learning with spiking networks can be obtained through global reward signals akin simulating the dopamine system; we believe that this is the first project demonstrating sensory-motor learning with random spiking networks through Hebbian learning relying on environmental conditions without a separate reward system.
Federal Register 2010, 2011, 2012, 2013, 2014
2011-09-28
...In this document, the Commission proposes rules to implement provisions of the Twenty-First Century Communications and Video Accessibility Act of 2010 (``CVAA'') that mandate rules for closed captioning of certain video programming delivered using Internet protocol (``IP''). The Commission seeks comment on rules that would apply to the distributors, providers, and owners of IP-delivered video programming, as well as the devices that display such programming.
NASA Astrophysics Data System (ADS)
Radencic, S.; McNeal, K. S.; Pierce, D.; Hare, D.
2011-12-01
The Initiating New Science Partnerships in Rural Education (INSPIRE) program at Mississippi State University (MSU), funded by the NSF Graduate STEM Fellows in K-12 Education (GK12) program, focuses on the advancement of Earth and Space science education in K-12 classrooms. INSPIRE is currently in its second year of partnering ten graduate students from the STEM fields of Geosciences, Engineering and Chemistry at MSU with five teachers from local, rural school districts. The five year project serves to increase inquiry and technology experiences in science and math while enhancing graduate student's communication skills as they create interactive lessons linking their STEM research focus to the state and national standards covered in the classrooms. Each graduate student is responsible for the development of two lessons each month of the school year that are then published on the INSPIRE project webpage, www.gk12.msstate.edu, where they are a free resource for any K-12 classroom teacher seeking innovative activities for their classrooms. Many of the participating teachers and graduate students share activities developed with non-participating teachers, expanding INSPIRE's outreach throughout the local community. Numerous challenges were met during the formation of the program as well as throughout the first year in which the project management team worked together to find solutions ensuring that INSPIRE maintained successful partnerships for all involved. Proposed solutions of the following key components were identified by INSPIRE through the development, implementation, and continuous evaluation (internal and external) of the first year of the program as areas that can pose challenges to the construction of strong relationships between STEM research and K-12 classrooms: initializing the partnerships with the K-12 classrooms and STEM graduate fields at the university; maintaining strong partnerships; providing appropriate training and support; developing sound resources involving STEM research, inquiry, and technology; implementing STEM graduate research into the classroom; clarifying potential benefits for all involved partners (school districts, teacher, university departments, graduate students and K-12 students); improving management methods; and planning for sustainability of partnerships and resources developed including synergy with other university outreach projects.
ERIC Educational Resources Information Center
Quartermaine, Angela
2016-01-01
My research into pupils' perceptions of terrorism and current UK counter-terrorism policy highlights the need for more detailed and accurate discussions about the implementation of the educational aims, in particular those laid out by the Prevent Strategy. Religious education (RE) in England is affected by these aims, specifically the challenging…
ERIC Educational Resources Information Center
McQuillen, Terry; Nietupski, John; Berg, Deana Duncan; Daugherty, Vicki; Bildstein, Stephanie
This final report and implementation manual describes the activities and outcomes of Iowa's High School High Tech (HSHT) program, a joint effort of Grant Wood Area Education Agency and Goodwill Industries of Southeast Iowa to inspire students with disabilities to pursue high tech careers. The program provides opportunities for students to learn…
ERIC Educational Resources Information Center
Roi, Christine S.
A pilot program was developed and implemented to improve the music performance of middle school choral students. A target group of 27 low performing students in grade seven and eight participated in the program. The program utilized four strategies for improving performance skills. Lectures were given by inspirational leaders. Small groups were…
Federal Register 2010, 2011, 2012, 2013, 2014
2013-08-29
... Quality Implementation Plan; California; Sacramento Metropolitan Air Quality Management District... to the Sacramento Metropolitan Air Quality Management District (SMAQMD or District) portion of the..., Sacramento Metropolitan Air Quality Management District, Rule 214 (Federal New Source Review), Rule 203...
76 FR 43196 - Implementation of the Truth in Caller ID Act
Federal Register 2010, 2011, 2012, 2013, 2014
2011-07-20
...In this Report and Order (Order), the Commission adopts rules to implement the Truth in Caller ID Act of 2009 (Truth in Caller ID Act, or Act). The Truth in Caller ID Act, and the Commission's implementing rules, prohibit any person or entity from knowingly altering or manipulating caller identification information with the intent to defraud, cause harm, or wrongfully obtain anything of value.
2005-03-16
This interim final rule establishes requirements and procedures for implementation of TRICARE Reserve Select. It also revises requirements and procedures for the Transitional Assistance Management Program. In addition, it establishes requirements and procedures for implementation of the earlier TRICARE eligibility for certain reserve component members. The rule is being published as an interim final rule with comment period in order to comply with statutory effective dates.
McCoy, Allison B; Wright, Adam; Sittig, Dean F
2015-09-01
Clinical decision support (CDS) is essential for delivery of high-quality, cost-effective, and safe healthcare. The authors sought to evaluate the CDS capabilities across electronic health record (EHR) systems. We evaluated the CDS implementation capabilities of 8 Office of the National Coordinator for Health Information Technology Authorized Certification Body (ONC-ACB)-certified EHRs. Within each EHR, the authors attempted to implement 3 user-defined rules that utilized the various data and logic elements expected of typical EHRs and that represented clinically important evidenced-based care. The rules were: 1) if a patient has amiodarone on his or her active medication list and does not have a thyroid-stimulating hormone (TSH) result recorded in the last 12 months, suggest ordering a TSH; 2) if a patient has a hemoglobin A1c result >7% and does not have diabetes on his or her problem list, suggest adding diabetes to the problem list; and 3) if a patient has coronary artery disease on his or her problem list and does not have aspirin on the active medication list, suggest ordering aspirin. Most evaluated EHRs lacked some CDS capabilities; 5 EHRs were able to implement all 3 rules, and the remaining 3 EHRs were unable to implement any of the rules. One of these did not allow users to customize CDS rules at all. The most frequently found shortcomings included the inability to use laboratory test results in rules, limit rules by time, use advanced Boolean logic, perform actions from the alert interface, and adequately test rules. Significant improvements in the EHR certification and implementation procedures are necessary. © The Author 2015. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For Permissions, please email: journals.permissions@oup.com.
Federal Register 2010, 2011, 2012, 2013, 2014
2010-02-04
... with several rules that represented a consolidation of the old NASD and NYSE rules concerning financial... Proposed Rule Change, as Modified by Amendment No. 1 Thereto, To Amend Its Financial Responsibility Rules... Financial Industry Regulatory Authority (``FINRA''). The Exchange will implement the proposed rule change...
19 CFR 181.131 - Rules of origin.
Code of Federal Regulations, 2010 CFR
2010-04-01
... 19 Customs Duties 2 2010-04-01 2010-04-01 false Rules of origin. 181.131 Section 181.131 Customs... (CONTINUED) NORTH AMERICAN FREE TRADE AGREEMENT Rules of Origin § 181.131 Rules of origin. (a) The regulations effective October 1, 1995, implementing the rules of origin provisions of General Note 12, HTSUS...
76 FR 78571 - Approval and Promulgation of State Implementation Plans: Oregon
Federal Register 2010, 2011, 2012, 2013, 2014
2011-12-19
... Technology Transfer and Advancement Act of 1995 (15 U.S.C. 272 note) because application of those...: Rule 0010, What is the Employee Commute Options Program?; Rule 0020, Who is Subject to ECO?; Rule 0030, What Does ECO require?; Rule 0040, How Does the Department Enforce ECO?; Rule 0050, Definitions of...
2013-01-25
The Department of Health and Human Services (HHS or ``the Department'') is issuing this final rule to: Modify the Health Insurance Portability and Accountability Act (HIPAA) Privacy, Security, and Enforcement Rules to implement statutory amendments under the Health Information Technology for Economic and Clinical Health Act (``the HITECH Act'' or ``the Act'') to strengthen the privacy and security protection for individuals' health information; modify the rule for Breach Notification for Unsecured Protected Health Information (Breach Notification Rule) under the HITECH Act to address public comment received on the interim final rule; modify the HIPAA Privacy Rule to strengthen the privacy protections for genetic information by implementing section 105 of Title I of the Genetic Information Nondiscrimination Act of 2008 (GINA); and make certain other modifications to the HIPAA Privacy, Security, Breach Notification, and Enforcement Rules (the HIPAA Rules) to improve their workability and effectiveness and to increase flexibility for and decrease burden on the regulated entities.
Multistate modelling extended by behavioural rules: An application to migration.
Klabunde, Anna; Zinn, Sabine; Willekens, Frans; Leuchter, Matthias
2017-10-01
We propose to extend demographic multistate models by adding a behavioural element: behavioural rules explain intentions and thus transitions. Our framework is inspired by the Theory of Planned Behaviour. We exemplify our approach with a model of migration from Senegal to France. Model parameters are determined using empirical data where available. Parameters for which no empirical correspondence exists are determined by calibration. Age- and period-specific migration rates are used for model validation. Our approach adds to the toolkit of demographic projection by allowing for shocks and social influence, which alter behaviour in non-linear ways, while sticking to the general framework of multistate modelling. Our simulations yield that higher income growth in Senegal leads to higher emigration rates in the medium term, while a decrease in fertility yields lower emigration rates.
Integrating Dynamic Data and Sensors with Semantic 3D City Models in the Context of Smart Cities
NASA Astrophysics Data System (ADS)
Chaturvedi, K.; Kolbe, T. H.
2016-10-01
Smart cities provide effective integration of human, physical and digital systems operating in the built environment. The advancements in city and landscape models, sensor web technologies, and simulation methods play a significant role in city analyses and improving quality of life of citizens and governance of cities. Semantic 3D city models can provide substantial benefits and can become a central information backbone for smart city infrastructures. However, current generation semantic 3D city models are static in nature and do not support dynamic properties and sensor observations. In this paper, we propose a new concept called Dynamizer allowing to represent highly dynamic data and providing a method for injecting dynamic variations of city object properties into the static representation. The approach also provides direct capability to model complex patterns based on statistics and general rules and also, real-time sensor observations. The concept is implemented as an Application Domain Extension for the CityGML standard. However, it could also be applied to other GML-based application schemas including the European INSPIRE data themes and national standards for topography and cadasters like the British Ordnance Survey Mastermap or the German cadaster standard ALKIS.
Cooperativity to increase Turing pattern space for synthetic biology.
Diambra, Luis; Senthivel, Vivek Raj; Menendez, Diego Barcena; Isalan, Mark
2015-02-20
It is hard to bridge the gap between mathematical formulations and biological implementations of Turing patterns, yet this is necessary for both understanding and engineering these networks with synthetic biology approaches. Here, we model a reaction-diffusion system with two morphogens in a monostable regime, inspired by components that we recently described in a synthetic biology study in mammalian cells.1 The model employs a single promoter to express both the activator and inhibitor genes and produces Turing patterns over large regions of parameter space, using biologically interpretable Hill function reactions. We applied a stability analysis and identified rules for choosing biologically tunable parameter relationships to increase the likelihood of successful patterning. We show how to control Turing pattern sizes and time evolution by manipulating the values for production and degradation relationships. More importantly, our analysis predicts that steep dose-response functions arising from cooperativity are mandatory for Turing patterns. Greater steepness increases parameter space and even reduces the requirement for differential diffusion between activator and inhibitor. These results demonstrate some of the limitations of linear scenarios for reaction-diffusion systems and will help to guide projects to engineer synthetic Turing patterns.
26 CFR 1.162-29 - Influencing legislation.
Code of Federal Regulations, 2011 CFR
2011-04-01
... proposed regulation increasing the threshold value of commercial and residential real estate transactions... all day-care providers. Agency B in State X is charged with writing rules to implement the statute... rules that S recommends Agency B adopt to implement the statute on licensing of day-care providers...
26 CFR 1.162-29 - Influencing legislation.
Code of Federal Regulations, 2013 CFR
2013-04-01
... proposed regulation increasing the threshold value of commercial and residential real estate transactions... all day-care providers. Agency B in State X is charged with writing rules to implement the statute... rules that S recommends Agency B adopt to implement the statute on licensing of day-care providers...
26 CFR 1.162-29 - Influencing legislation.
Code of Federal Regulations, 2014 CFR
2014-04-01
... proposed regulation increasing the threshold value of commercial and residential real estate transactions... all day-care providers. Agency B in State X is charged with writing rules to implement the statute... rules that S recommends Agency B adopt to implement the statute on licensing of day-care providers...
26 CFR 1.162-29 - Influencing legislation.
Code of Federal Regulations, 2012 CFR
2012-04-01
... proposed regulation increasing the threshold value of commercial and residential real estate transactions... all day-care providers. Agency B in State X is charged with writing rules to implement the statute... rules that S recommends Agency B adopt to implement the statute on licensing of day-care providers...
76 FR 67599 - Privacy Act of 1974: Implementation
Federal Register 2010, 2011, 2012, 2013, 2014
2011-11-02
... OFFICE OF THE DIRECTOR OF NATIONAL INTELLIGENCE 32 CFR Part 1701 Privacy Act of 1974: Implementation AGENCY: Office of the Director of National Intelligence. ACTION: Final rule. SUMMARY: The Office of the Director of National Intelligence (ODNI) is issuing a final rule exempting six new systems of...
40 CFR 52.2352 - Change to approved plan.
Code of Federal Regulations, 2010 CFR
2010-07-01
...) rule R307-1-8, Asbestos Work Practices, Contractor Certification, AHERA Accreditation and AHERA Implementation, is removed from Utah's approved State Implementation Plan (SIP). This rule language pertains to... plan. (a) Utah Air Conservation Regulation R307-18-1, New Source Performance Standards, is removed from...
Federal Register 2010, 2011, 2012, 2013, 2014
2013-04-25
... Promulgation of Implementation Plans; Oregon: Open Burning and Enforcement Procedures AGENCY: Environmental..., 2008 that relate to open burning rules, enforcement procedures, civil penalties, and procedures in.... These revisions relate to open burning rules, enforcement procedures, civil penalties, and procedures in...
Federal Register 2010, 2011, 2012, 2013, 2014
2011-10-17
... Promulgation of Implementation Plans; Oklahoma; Interstate Transport of Pollution AGENCY: Environmental... Rule (CSAPR or Transport Rule) and proposed determination within the Supplemental Notice of Proposed... four distinct requirements related to the impacts of interstate transport. The SIP must prevent sources...
Federal Register 2010, 2011, 2012, 2013, 2014
2013-10-22
..., Standardized Approach for Risk-Weighted Assets, Market Discipline and Disclosure Requirements, Advanced Approaches Risk-Based Capital Rule, and Market Risk Capital Rule AGENCY: Federal Deposit Insurance... Assets, Market Discipline and Disclosure Requirements, Advanced Approaches Risk-Based Capital Rule, and...
40 CFR 52.242 - Disapproved rules and regulations.
Code of Federal Regulations, 2013 CFR
2013-07-01
... (CONTINUED) APPROVAL AND PROMULGATION OF IMPLEMENTATION PLANS California § 52.242 Disapproved rules and regulations. (a) The following Air Pollution Control District rules are disapproved because they do not meet... adopted on September 7, 2007. (2) Antelope Valley Air Pollution Control District. (i) Rule 118...
40 CFR 52.242 - Disapproved rules and regulations.
Code of Federal Regulations, 2011 CFR
2011-07-01
... (CONTINUED) APPROVAL AND PROMULGATION OF IMPLEMENTATION PLANS California § 52.242 Disapproved rules and regulations. (a) The following Air Pollution Control District rules are disapproved because they do not meet... adopted on September 7, 2007. (2) Antelope Valley Air Pollution Control District. (i) Rule 118...
40 CFR 52.242 - Disapproved rules and regulations.
Code of Federal Regulations, 2014 CFR
2014-07-01
... (CONTINUED) APPROVAL AND PROMULGATION OF IMPLEMENTATION PLANS California § 52.242 Disapproved rules and regulations. (a) The following Air Pollution Control District rules are disapproved because they do not meet... adopted on September 7, 2007. (2) Antelope Valley Air Pollution Control District. (i) Rule 118...
40 CFR 52.242 - Disapproved rules and regulations.
Code of Federal Regulations, 2012 CFR
2012-07-01
... (CONTINUED) APPROVAL AND PROMULGATION OF IMPLEMENTATION PLANS California § 52.242 Disapproved rules and regulations. (a) The following Air Pollution Control District rules are disapproved because they do not meet... adopted on September 7, 2007. (2) Antelope Valley Air Pollution Control District. (i) Rule 118...
On-chip visual perception of motion: a bio-inspired connectionist model on FPGA.
Torres-Huitzil, César; Girau, Bernard; Castellanos-Sánchez, Claudio
2005-01-01
Visual motion provides useful information to understand the dynamics of a scene to allow intelligent systems interact with their environment. Motion computation is usually restricted by real time requirements that need the design and implementation of specific hardware architectures. In this paper, the design of hardware architecture for a bio-inspired neural model for motion estimation is presented. The motion estimation is based on a strongly localized bio-inspired connectionist model with a particular adaptation of spatio-temporal Gabor-like filtering. The architecture is constituted by three main modules that perform spatial, temporal, and excitatory-inhibitory connectionist processing. The biomimetic architecture is modeled, simulated and validated in VHDL. The synthesis results on a Field Programmable Gate Array (FPGA) device show the potential achievement of real-time performance at an affordable silicon area.
Compensatory Mitigation Rule Final Environmental Assessment
EA performed to determine the costs resulting from implementation of the Compensatory Mitigation Rule and the extent to which the rule changes aggregate mitigation costs borne by permittees and Corps administrative burdens and associated costs.
Rule Systems for Runtime Verification: A Short Tutorial
NASA Astrophysics Data System (ADS)
Barringer, Howard; Havelund, Klaus; Rydeheard, David; Groce, Alex
In this tutorial, we introduce two rule-based systems for on and off-line trace analysis, RuleR and LogScope. RuleR is a conditional rule-based system, which has a simple and easily implemented algorithm for effective runtime verification, and into which one can compile a wide range of temporal logics and other specification formalisms used for runtime verification. Specifications can be parameterized with data, or even with specifications, allowing for temporal logic combinators to be defined. We outline a number of simple syntactic extensions of core RuleR that can lead to further conciseness of specification but still enabling easy and efficient implementation. RuleR is implemented in Java and we will demonstrate its ease of use in monitoring Java programs. LogScope is a derivation of RuleR adding a simple very user-friendly temporal logic. It was developed in Python, specifically for supporting testing of spacecraft flight software for NASA’s next 2011 Mars mission MSL (Mars Science Laboratory). The system has been applied by test engineers to analysis of log files generated by running the flight software. Detailed logging is already part of the system design approach, and hence there is no added instrumentation overhead caused by this approach. While post-mortem log analysis prevents the autonomous reaction to problems possible with traditional runtime verification, it provides a powerful tool for test automation. A new system is being developed that integrates features from both RuleR and LogScope.
NASA Technical Reports Server (NTRS)
Ricks, Wendell R.; Abbott, Kathy H.
1987-01-01
A traditional programming technique for controlling the display of optional flight information in a civil transport cockpit is compared to a rule-based technique for the same function. This application required complex decision logic and a frequently modified rule base. The techniques are evaluated for execution efficiency and implementation ease; the criterion used to calculate the execution efficiency is the total number of steps required to isolate hypotheses that were true and the criteria used to evaluate the implementability are ease of modification and verification and explanation capability. It is observed that the traditional program is more efficient than the rule-based program; however, the rule-based programming technique is more applicable for improving programmer productivity.
Fuzzy CMAC With incremental Bayesian Ying-Yang learning and dynamic rule construction.
Nguyen, M N
2010-04-01
Inspired by the philosophy of ancient Chinese Taoism, Xu's Bayesian ying-yang (BYY) learning technique performs clustering by harmonizing the training data (yang) with the solution (ying). In our previous work, the BYY learning technique was applied to a fuzzy cerebellar model articulation controller (FCMAC) to find the optimal fuzzy sets; however, this is not suitable for time series data analysis. To address this problem, we propose an incremental BYY learning technique in this paper, with the idea of sliding window and rule structure dynamic algorithms. Three contributions are made as a result of this research. First, an online expectation-maximization algorithm incorporated with the sliding window is proposed for the fuzzification phase. Second, the memory requirement is greatly reduced since the entire data set no longer needs to be obtained during the prediction process. Third, the rule structure dynamic algorithm with dynamically initializing, recruiting, and pruning rules relieves the "curse of dimensionality" problem that is inherent in the FCMAC. Because of these features, the experimental results of the benchmark data sets of currency exchange rates and Mackey-Glass show that the proposed model is more suitable for real-time streaming data analysis.
Status of Clean Air Act (CAA) 110(a)(2)(D)(i)(I) SIPs Final Rule TSD
This document describes, for each state subject to a Federal implementation plan (FIP) with respect to ozone and/or PM2.5 NAAQS under the Transport Rule, the status of each Clean Air Act state implementation plan (SIP) for the relevant NAAQS.
Federal Register 2010, 2011, 2012, 2013, 2014
2012-08-30
... Promulgation of Air Quality Implementation Plans; Indiana; Volatile Organic Compounds; Architectural and... sets limits on the amount of volatile organic compounds (VOC) in architectural and industrial... Indiana SIP a new rule within Title 326, Article 8 ``Volatile Organic Compound Rules'' that limits the VOC...
78 FR 22501 - Implementing the Freedom of Information Act
Federal Register 2010, 2011, 2012, 2013, 2014
2013-04-16
... NATIONAL FOUNDATION ON THE ARTS AND THE HUMANITIES Institute of Museum and Library Services 45 CFR... Library Services (IMLS), NFAH. ACTION: Proposed rule. SUMMARY: This rule proposes to implement IMLS's... Counsel, Institute of Museum and Library Services, 1800 M Street NW., 9th Floor, Washington, DC 20036...
75 FR 1704 - Federal Civil Penalties Inflation Adjustment Act-2009 Implementation
Federal Register 2010, 2011, 2012, 2013, 2014
2010-01-13
... DEPARTMENT OF HOMELAND SECURITY Coast Guard 33 CFR Part 27 [Docket No. USCG-2009-0891] RIN 1625-AB40 Federal Civil Penalties Inflation Adjustment Act--2009 Implementation AGENCY: Coast Guard, DHS. ACTION: Final rule; correction. SUMMARY: The Coast Guard is correcting a final rule that appeared in the...
Federal Register 2010, 2011, 2012, 2013, 2014
2013-08-01
... ENVIRONMENTAL PROTECTION AGENCY 40 CFR Part 52 [EPA-R05-OAR-2008-0402; FRL-9834-4] Approval and Promulgation of Air Quality Implementation Plans; Wisconsin; Permit Exemption Rule AGENCY: Environmental.... WDNR submitted revisions exempting certain sources of air pollution from construction permit...
Federal Register 2010, 2011, 2012, 2013, 2014
2012-12-10
... adopt and implement a SIP- approved Prevention of Significant Deterioration (PSD) permit program. We are...--Prevention of Significant Deterioration (PSD) Permit Program, PCAPCD Rule 518--Prevention of Significant Deterioration (PSD) Permit Program, and YSAQMD Rule 3.24-- Prevention of Significant Deterioration. The approval...
Federal Register 2010, 2011, 2012, 2013, 2014
2012-01-04
... Promulgation of Air Quality Implementation Plans; Colorado; Procedural Rules; Conflicts of Interest AGENCY... its members of potential conflicts of interest. We are also reproposing approval of a portion of... federally mandate that Commission members disclose any potential conflicts of interest that arise during...
Federal Register 2010, 2011, 2012, 2013, 2014
2012-04-10
... Promulgation of Air Quality Implementation Plans; Colorado; Procedural Rules; Conflicts of Interest AGENCY... potential conflicts of interest. We are also approving the remaining portion of Colorado's January 7, 2008... of potential conflicts of interest. (i) Incorporation by reference. (A) Department of Public Health...
Federal Register 2010, 2011, 2012, 2013, 2014
2011-10-13
... Promulgation of Air Quality Implementation Plans; Indiana; Miscellaneous Metal and Plastic Parts Surface... and plastic parts surface coating rules. These rules are approvable because they satisfy the... amendments added limits for miscellaneous metal and plastic parts surface coating operations, consistent with...
Federal Register 2010, 2011, 2012, 2013, 2014
2011-07-13
... Promulgation of Air Quality Implementation Plans; Ohio; Volatile Organic Compound Reinforced Plastic Composites... compound (VOC) emissions from reinforced plastic composites production operations. This rule applies to any facility that has reinforced plastic composites production operations. This rule is approvable because it...
77 FR 55371 - System Safety Program
Federal Register 2010, 2011, 2012, 2013, 2014
2012-09-07
...-based rule and FRA seeks comments on all aspects of the proposed rule. An SSP would be implemented by a... SSP would be the risk-based hazard management program and risk-based hazard analysis. A properly implemented risk-based hazard management program and risk-based hazard analysis would identify the hazards and...
40 CFR 49.10676 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.9956 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... detrimental to public health or welfare. (k) Section 49.137Rule for air pollution episodes. (l) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (m) Section 49... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.10496 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.11050 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
... for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.10676 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10676 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10286 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10526 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10676 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10650 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
... for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.10286 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10496 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.9956 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... detrimental to public health or welfare. (k) Section 49.137Rule for air pollution episodes. (l) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (m) Section 49... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.11080 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
... for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.10496 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.9956 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... detrimental to public health or welfare. (k) Section 49.137Rule for air pollution episodes. (l) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (m) Section 49... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.10170 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
... for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.10350 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
... for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.10526 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10496 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10706 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10526 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10286 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10706 - Contents of implementation plan.
Code of Federal Regulations, 2012 CFR
2012-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.9930 - Federally-promulgated regulations and Federal implementation plans.
Code of Federal Regulations, 2010 CFR
2010-07-01
... for emissions detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of... AGENCY GRANTS AND OTHER FEDERAL ASSISTANCE TRIBAL CLEAN AIR ACT AUTHORITY Implementation Plans for Tribes...
40 CFR 49.9956 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... detrimental to public health or welfare. (k) Section 49.137Rule for air pollution episodes. (l) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (m) Section 49... ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes-Region X...
40 CFR 49.10286 - Contents of implementation plan.
Code of Federal Regulations, 2013 CFR
2013-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10526 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10706 - Contents of implementation plan.
Code of Federal Regulations, 2011 CFR
2011-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
40 CFR 49.10706 - Contents of implementation plan.
Code of Federal Regulations, 2014 CFR
2014-07-01
... detrimental to public health or welfare. (i) Section 49.137Rule for air pollution episodes. (j) Section 49.138Rule for the registration of air pollution sources and the reporting of emissions. (k) Section 49... FEDERAL ASSISTANCE INDIAN COUNTRY: AIR QUALITY PLANNING AND MANAGEMENT Implementation Plans for Tribes...
Federal Register 2010, 2011, 2012, 2013, 2014
2011-07-28
... the California State Implementation Plan, San Joaquin Valley Unified Air Pollution Control District... proposing to approve San Joaquin Valley Unified Air Pollution Control District (SJVUAPCD) Rule 3170... (CAA or Act). EPA is also proposing to approve SJVUAPCD's fee-equivalent program, which includes Rule...
Federal Register 2010, 2011, 2012, 2013, 2014
2013-06-20
... Promulgation of Implementation Plans; Oregon: Heat Smart Program and Enforcement Procedures AGENCY..., 2012, and November 28, 2012. The submitted revisions relate to Oregon's Heat Smart program, rules for... relate to Oregon's Heat Smart program in Oregon Administrative Rules (OAR) Chapter 340, Division 262 (OAR...