Neural Network Models Of Conditioning And Action
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Neural Network Models Of Conditioning And Action
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Author : Michael L. Commons
language : en
Publisher: Routledge
Release Date : 2016-09-19
Neural Network Models Of Conditioning And Action written by Michael L. Commons and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-19 with Psychology categories.
Originally published in 1991, this title was the result of a symposium held at Harvard University. It presents some of the exciting interdisciplinary developments of the time that clarify how animals and people learn to behave adaptively in a rapidly changing environment. The contributors focus on aspects of how recognition learning, reinforcement learning, and motor learning interact to generate adaptive goal-oriented behaviours that can satisfy internal needs – an area of inquiry as important for understanding brain function as it is for designing new types of freely moving autonomous robots. Since the authors agree that a dynamic analysis of system interactions is needed to understand these challenging phenomena – and neural network models provide a natural framework for representing and analysing such interactions – all the articles either develop neural network models or provide biological constraints for guiding and testing their design.
Neural Network Models Of Cognition
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Author : J.W. Donahoe
language : en
Publisher: Elsevier
Release Date : 1997-09-26
Neural Network Models Of Cognition written by J.W. Donahoe and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-09-26 with Computers categories.
This internationally authored volume presents major findings, concepts, and methods of behavioral neuroscience coordinated with their simulation via neural networks. A central theme is that biobehaviorally constrained simulations provide a rigorous means to explore the implications of relatively simple processes for the understanding of cognition (complex behavior). Neural networks are held to serve the same function for behavioral neuroscience as population genetics for evolutionary science. The volume is divided into six sections, each of which includes both experimental and simulation research: (1) neurodevelopment and genetic algorithms, (2) synaptic plasticity (LTP), (3) sensory/hippocampal systems, (4) motor systems, (5) plasticity in large neural systems (reinforcement learning), and (6) neural imaging and language. The volume also includes an integrated reference section and a comprehensive index.
Introduction To Neural And Cognitive Modeling
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Author : Daniel S. Levine
language : en
Publisher: Routledge
Release Date : 2018-10-26
Introduction To Neural And Cognitive Modeling written by Daniel S. Levine and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-26 with Psychology categories.
This textbook provides a general introduction to the field of neural networks. Thoroughly revised and updated from the previous editions of 1991 and 2000, the current edition concentrates on networks for modeling brain processes involved in cognitive and behavioral functions. Part one explores the philosophy of modeling and the field’s history starting from the mid-1940s, and then discusses past models of associative learning and of short-term memory that provide building blocks for more complex recent models. Part two of the book reviews recent experimental findings in cognitive neuroscience and discusses models of conditioning, categorization, category learning, vision, visual attention, sequence learning, behavioral control, decision making, reasoning, and creativity. The book presents these models both as abstract ideas and through examples and concrete data for specific brain regions. The book includes two appendices to help ground the reader: one reviewing the mathematics used in network modeling, and a second reviewing basic neuroscience at both the neuron and brain region level. The book also includes equations, practice exercises, and thought experiments.
A Neuroscientist S Guide To Classical Conditioning
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Author : John W. Moore
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-09-05
A Neuroscientist S Guide To Classical Conditioning written by John W. Moore and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-09-05 with Psychology categories.
Classical conditioning (CC) refers to the general paradigm for scientific studies of learning and memory initiated by Pavlov and his followers. As a model system associative learning in human and animals, CC continues to play a central role in research and an expanding role in evaluating disorders of learning and memory (aging, drug abuse, teratology). The book is aimed at the growing population of scientists and medical specialists who employ CC methods. Despite the current high level of interest in CC within neuroscience. There is presently no single source that provides up-to-date comprehensive coverage of core topics. CC is a very large field. Nevertheless, some organisms and behaviors have dominated the neuroscience scene. Foremost of these are classical eyeblink conditioning (rats, cats, rabbits, and humans) and 'fear' conditioning. This handbook of CC focuses on these systems.
Animal Learning And Cognition
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Author : Nestor A. Schmajuk
language : en
Publisher: Cambridge University Press
Release Date : 1997-04-28
Animal Learning And Cognition written by Nestor A. Schmajuk and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-04-28 with Psychology categories.
In this advanced text, the author, starting with the simple assumption that psychological associations are represented by the strength of synaptic connections, details several mechanistic descriptions of complex cognitive behaviors. Part I presents neural network theories of classical conditioning; Part II describes neural networks of operant conditioning, and animal communication; Part III discusses spatial and cognitive mapping, and finally, Part IV shows how neural network models permit one to simultaneously develop psychological theories and models of the brain. The book includes computer software that allows the computer simulation of classical conditioning and the effect of different brain lesions on many classical paradigms. All those people interested in neural networks, from psychologists, through neuroscientists to computer scientists working on artificial intelligence and robotics, will find this book an excellent advanced guide to the subject.
The Handbook Of Brain Theory And Neural Networks
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Author : Michael A. Arbib
language : en
Publisher: MIT Press
Release Date : 2003
The Handbook Of Brain Theory And Neural Networks written by Michael A. Arbib and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Computers categories.
This second edition presents the enormous progress made in recent years in the many subfields related to the two great questions : how does the brain work? and, How can we build intelligent machines? This second edition greatly increases the coverage of models of fundamental neurobiology, cognitive neuroscience, and neural network approaches to language. (Midwest).
Computational Neuroscience For Advancing Artificial Intelligence Models Methods And Applications
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Author : Alonso, Eduardo
language : en
Publisher: IGI Global
Release Date : 2010-11-30
Computational Neuroscience For Advancing Artificial Intelligence Models Methods And Applications written by Alonso, Eduardo and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-11-30 with Computers categories.
"This book argues that computational models in behavioral neuroscience must be taken with caution, and advocates for the study of mathematical models of existing theories as complementary to neuro-psychological models and computational models"--
Journal Of The Experimental Analysis Of Behavior
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Author :
language : en
Publisher:
Release Date : 1989
Journal Of The Experimental Analysis Of Behavior written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with Electronic journals categories.
Timing Of Behavior
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Author : David A. Rosenbaum
language : en
Publisher: MIT Press
Release Date : 1998
Timing Of Behavior written by David A. Rosenbaum and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Medical categories.
This volume presents cutting-edge research on the production, perception, and memory of timed events. Athletes and musicians demonstrate the levels to which humans can ascend in the timing of behavior. But even common actions, such as opening a door or bringing a cup to one's lips, reveal how we organize our behavior temporally. When there is damage to the nervous system and the ability to time behavior breaks down, we become aware of how many things must go right for timing not to go terribly wrong. In recent years, there has been a considerable growth of interest among cognitive and brain scientists in the timing aspects of human behavior. This volume presents cutting-edge research on the production, perception, and memory of timed events. Empirical chapters discuss a variety of tasks ranging from locomotion to finger-tapping. Theoretical chapters provide quantitative models for topics as diverse as eyeblink conditioning and posture during walking. Other chapters discuss the neuroanatomical bases of timing behavior. Contributors: Lorraine G. Allan, Eric L. Amazeen, Polemnia G. Amazeen, Heather Jane Barnes, Steven Boker, Darlene H. Brunzell, June-Seek Choi, Russell M. Church, Charles E. Collyer, Christopher Connolly, Frederick J. Diedrich, John Gibbon, Roderic Grupen, Kathleen Y. Haaland, Deborah L. Harrington, Kjeldy Haugsjaa, Kenneth G. Holt, John J. Jeka, Bruce A. Kay, Michael Kubovy, Tiffany Mattson, Warren Meck, John W. Moore, Trevor Penney, Bruno H. Repp, David A. Rosenbaum, Kamal Souccar, Michael T. Turvey, Jonathan Vaughan, William H. Warren, Jr.
The Corsini Encyclopedia Of Psychology And Behavioral Science Volume 3
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Author : W. Edward Craighead
language : en
Publisher: John Wiley & Sons
Release Date : 2002-11-11
The Corsini Encyclopedia Of Psychology And Behavioral Science Volume 3 written by W. Edward Craighead and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-11-11 with Psychology categories.
A comprehensive reference for psychology research and practice The Corsini Encyclopedia of Psychology and Behavioral Science, Volume 3 provides researchers, practicing psychologists, teachers, and students with an exhaustive reference for the field. Covering psychological and behavioral conditions, treatments, testing, diagnoses, and much more, this invaluable resource provides information on over 1,200 topics across four volumes. This Third Edition features new coverage of biomedical research and neuroscience findings to reflect the growing impact of evidence-based treatment, and includes profiles of influential psychologists and psychological organizations from around the world.