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Introduction To Neural And Cognitive Modeling


Introduction To Neural And Cognitive Modeling
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Introduction To Neural And Cognitive Modeling


Introduction To Neural And Cognitive Modeling
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Author : Daniel S. Levine
language : en
Publisher: Psychology Press
Release Date : 2000-02-01

Introduction To Neural And Cognitive Modeling written by Daniel S. Levine and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-02-01 with Psychology categories.


This thoroughly, thoughtfully revised edition of a very successful textbook makes the principles and the details of neural network modeling accessible to cognitive scientists of all varieties as well as to others interested in these models. Research since the publication of the first edition has been systematically incorporated into a framework of proven pedagogical value. Features of the second edition include: * A new section on spatiotemporal pattern processing * Coverage of ARTMAP networks (the supervised version of adaptive resonance networks) and recurrent back-propagation networks * A vastly expanded section on models of specific brain areas, such as the cerebellum, hippocampus, basal ganglia, and visual and motor cortex * Up-to-date coverage of applications of neural networks in areas such as combinatorial optimization and knowledge representation As in the first edition, the text includes extensive introductions to neuroscience and to differential and difference equations as appendices for students without the requisite background in these areas. As graphically revealed in the flowchart in the front of the book, the text begins with simpler processes and builds up to more complex multilevel functional systems. For more information visit the author's personal Web site at www.uta.edu/psychology/faculty/levine/



Introduction To Neural And Cognitive Modeling


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.



Introduction To Neural And Cognitive Modeling


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.



Cognitive Modeling


Cognitive Modeling
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Author : Thad A. Polk
language : en
Publisher: MIT Press
Release Date : 2002

Cognitive Modeling written by Thad A. Polk and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Psychology categories.


A comprehensive introduction to the computational modeling of human cognition.



Modeling In The Neurosciences


Modeling In The Neurosciences
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Author : R.R. Poznanski
language : en
Publisher: Routledge
Release Date : 2019-01-22

Modeling In The Neurosciences written by R.R. Poznanski and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-22 with Computers categories.


With contributions from more than 40 renowned experts, Modeling in the Neurosciences: From Ionic Channels to Neural Networks is essential for those interested in neuronal modeling and quantitative neiroscience. Focusing on new mathematical and computer models, techniques and methods, this monograph represents a cohesive and comprehensive treatment



Handbook Of Children S Literacy


Handbook Of Children S Literacy
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Author : Terezinha Nunes
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-09

Handbook Of Children S Literacy written by Terezinha Nunes 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 2013-03-09 with Language Arts & Disciplines categories.


PETER BRYANT & TEREZINHA NUNES The time that it takes children to learn to read varies greatly between different orthographies, as the chapter by Sprenger-Charolles clearly shows, and so do the difficulties that they encounter in learning about their own orthography. Nevertheless most people, who have the chance to learn to read, do in the end read well enough, even though a large number experience some significant difficulties on the way. Most of them eventually become reasonably efficient spellers too, even though they go on make spelling mistakes (at any rate if they are English speakers) for the rest of their lives. So, the majority of humans plainly does have intellectual resources that are needed for reading and writing, but it does not always find these resources easy to marshal. What are these resources? Do any of them have to be acquired? Do different orthographies make quite different demands on the intellect? Do people differ significantly from each other in the strength and accessibility of these resources? If they do, are these differences an important factor in determining children's success in learning to read and write? These are the main questions that the different chapters in this section on Basic Processes set out to answer.



An Introduction To Model Based Cognitive Neuroscience


An Introduction To Model Based Cognitive Neuroscience
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Author : Birte U. Forstmann
language : en
Publisher: Springer Nature
Release Date : 2024-03-30

An Introduction To Model Based Cognitive Neuroscience written by Birte U. Forstmann and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-30 with Science categories.


The main goal of this edited collection is to promote the integration of cognitive modeling and cognitive neuroscience. Experts in the field provide tutorial-style chapters that explain particular techniques and highlight their usefulness through concrete examples and numerous case studies. The book also includes a thorough list of references pointing the reader toward additional literature and online resources. The second edition of Introduction to Model-Based Cognitive Neuroscience explores important new advances in the field including joint modeling and applications in areas such as computational psychiatry, neurodegenerative diseases, and social decision-making.



Advances In Artificial Intelligence


Advances In Artificial Intelligence
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Author : Howard J. Hamilton
language : en
Publisher: Springer
Release Date : 2003-06-26

Advances In Artificial Intelligence written by Howard J. Hamilton and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-06-26 with Computers categories.


This book constitutes the refereed proceedings of the 13th Biennial Conference of the Canadian Society for Computational Studies of Intelligence, AI 2000, held in Montreal, Quebec, Canada, in May 2000. The 25 revised full papers presented together with 12 10-page posters were carefully reviewed and selected from more than 70 submissions. The papers are organized in topical sections on games and constraint satisfaction; natural language processing; knowledge representation; AI applications; machine learning and data mining; planning, theorem proving, and artificial life; and neural networks.



Understanding Brain And Mind A Connectionist Perspective


Understanding Brain And Mind A Connectionist Perspective
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Author : Yehuda Salu
language : en
Publisher: World Scientific Publishing Company
Release Date : 2001-11-08

Understanding Brain And Mind A Connectionist Perspective written by Yehuda Salu and has been published by World Scientific Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-11-08 with Computers categories.


How can we understand a system as complex as the brain? Does the brain use the same operational principles to control physical and mental activities? How can we incorporate in a model what we know and what we do not know about the brain?The connectionist model presented in this book provides tools for addressing such questions. Its nodes represent well-established biological facts combined with observations of the overall behaviors of the system. The model is based on comparing and contrasting brains, computers, and neural networks. It defines a framework for understanding the relationships between the brain and the mind. It can serve both as a starting point for developing Artificial Intelligence applications for all levels of mental activities and as a guide in the search for biological correlates of observed behaviors.



Proceedings Of The Twenty Fourth Annual Conference Of The Cognitive Science Society


Proceedings Of The Twenty Fourth Annual Conference Of The Cognitive Science Society
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Author : Wayne D. Gray
language : en
Publisher: Routledge
Release Date : 2019-04-24

Proceedings Of The Twenty Fourth Annual Conference Of The Cognitive Science Society written by Wayne D. Gray and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-24 with Psychology categories.


This volume features the complete text of the material presented at the Twenty-Fourth Annual Conference of the Cognitive Science Society. As in previous years, the symposium included an interesting mixture of papers on many topics from researchers with diverse backgrounds and different goals, presenting a multifaceted view of cognitive science. The volume includes all papers, posters, and summaries of symposia presented at this leading conference that brings cognitive scientists together. The 2002 meeting dealt with issues of representing and modeling cognitive processes as they appeal to scholars in all subdisciplines that comprise cognitive science: psychology, computer science, neuroscience, linguistics, and philosophy.