Connectionist Psychology
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Connectionist Psychology
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Author : Rob Ellis
language : en
Publisher: Psychology Press
Release Date : 2020-02-25
Connectionist Psychology written by Rob Ellis and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-25 with Psychology categories.
Major text for 3rd year psychology courses in connectionism\neural nets Inclusion of Key readings
Connectionism And Psychology
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Author : Philip T. Quinlan
language : en
Publisher: Teacher Created Materials
Release Date : 1991
Connectionism And Psychology written by Philip T. Quinlan and has been published by Teacher Created Materials this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Psychology categories.
This introductory text on connectionism is fundamentally concerned with methods for construing mental processes, and challenges the traditional information-processing approach. Examples of connectionist models of learning, vision and language are desribed in detail.
Connectionism And The Philosophy Of Psychology
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Author : Terry Horgan
language : en
Publisher: MIT Press
Release Date : 1996
Connectionism And The Philosophy Of Psychology written by Terry Horgan and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Philosophy categories.
In this volume, the authors present their view of cognition. They propose that unlike the classical paradigm that takes the mind to be a computer, the mind is best understood as a dynamical system realized in a neural network.
Connectionist Models In Cognitive Psychology
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Author : George Houghton
language : en
Publisher: Psychology Press
Release Date : 2004-08-02
Connectionist Models In Cognitive Psychology written by George Houghton and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-08-02 with Psychology categories.
Connectionist Models in Cognitive Psychology is a state-of-the-art review of neural network modelling in core areas of cognitive psychology including: memory and learning, language (written and spoken), cognitive development, cognitive control, attention and action. The chapters discuss neural network models in a clear and accessible style, with an emphasis on the relationship between the models and relevant experimental data drawn from experimental psychology, neuropsychology and cognitive neuroscience. These lucid high-level contributions will serve as introductory articles for postgraduates and researchers whilst being of great use to undergraduates with an interest in the area of connectionist modelling.
Connectionist Models Of Memory And Language Ple Memory
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Author : Joseph P. Levy
language : en
Publisher: Psychology Press
Release Date : 2014-05-09
Connectionist Models Of Memory And Language Ple Memory written by Joseph P. Levy and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-09 with Psychology categories.
Connectionist modelling and neural network applications had become a major sub-field of cognitive science by the mid-1990s. In this ground-breaking book, originally published in 1995, leading connectionists shed light on current approaches to memory and language modelling at the time. The book is divided into four sections: Memory; Reading; Computation and statistics; Speech and audition. Each section is introduced and set in context by the editors, allowing a wide range of language and memory issues to be addressed in one volume. This authoritative advanced level book will still be of interest for all engaged in connectionist research and the related areas of cognitive science concerned with language and memory.
Connectionism
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Author : Michael R. W. Dawson
language : en
Publisher: John Wiley & Sons
Release Date : 2008-04-15
Connectionism written by Michael R. W. Dawson 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 2008-04-15 with Psychology categories.
Connectionism is a “hands on” introduction toconnectionist modeling through practical exercises in differenttypes of connectionist architectures. explores three different types of connectionist architectures– distributed associative memory, perceptron, and multilayerperceptron provides a brief overview of each architecture, a detailedintroduction on how to use a program to explore this network, and aseries of practical exercises that are designed to highlight theadvantages, and disadvantages, of each accompanied by a website athttp://www.bcp.psych.ualberta.ca/~mike/Book3/ that includespractice exercises and software, as well as the files and blankexercise sheets required for performing the exercises designed to be used as a stand-alone volume or alongsideMinds and Machines: Connectionism and Psychological Modeling(by Michael R.W. Dawson, Blackwell 2004)
Connectionist Models Of Social Reasoning And Social Behavior
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Author : Stephen John Read
language : en
Publisher: Psychology Press
Release Date : 2014-01-14
Connectionist Models Of Social Reasoning And Social Behavior written by Stephen John Read and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-14 with Psychology categories.
Although neural network models have had a dramatic impact on the cognitive and brain sciences, social psychology has remained largely unaffected by this intellectual explosion. The first to apply neural network models to social phenomena, this book includes chapters by nearly all of the individuals currently working in this area. Bringing these various approaches together in one place, it allows readers to appreciate the breadth of these approaches, as well as the theoretical commonality of many of these models. The contributors address a number of central issues in social psychology and show how these kinds of models provide insight into many classic issues. Many chapters hint that this approach provides the seeds of a theoretical integration that the field has lacked. Each chapter discusses an explicit connectionist model of a central problem in social psychology. Since many of the contributors either use a standard architecture or provide a computer program, interested readers, with a little work, should be able to implement their own variations of models. Chapters are devoted to the following topics and models: * the learning and application of social categories and stereotypes; * causal reasoning, social explanation, and person perception; * personality and social behavior; * classic dissonance phenomena; and * belief change and the coherence of large scale belief systems.
From Association To Rules Connectionist Models Of Behavior And Cognition Proceedings Of The Tenth Neural Computation And Psychology Workshop
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Author : Robert M French
language : en
Publisher: World Scientific
Release Date : 2008-01-18
From Association To Rules Connectionist Models Of Behavior And Cognition Proceedings Of The Tenth Neural Computation And Psychology Workshop written by Robert M French and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-01-18 with Psychology categories.
This book introduces a host of connectionist models of cognition and behavior. The major areas covered are high-level cognition, language, categorization and visual perception, and sensory and attentional processing. All of the articles cover unpublished research work. The key contribution of this book is that it focuses exclusively on the advances in connectionist modeling in psychology. The papers are relatively short, and were explicitly written to be accessible to both connectionist modelers and experimental psychologists.
Social Connectionism
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Author : Frank Van Overwalle
language : en
Publisher: Psychology Press
Release Date : 2013-03-07
Social Connectionism written by Frank Van Overwalle and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-07 with Psychology categories.
Many of our thoughts and decisions occur without us being conscious of them taking place; connectionism attempts to reveal the internal hidden dynamics that drive the thoughts and actions of both individuals and groups. Connectionist modeling is a radically innovative approach to theorising in psychology, and more recently in the field of social psychology. The connectionist perspective interprets human cognition as a dynamic and adaptive system that learns from its own direct experiences or through indirect communication from others. Social Connectionism offers an overview of the most recent theoretical developments of connectionist models in social psychology. The volume is divided into four sections, beginning with an introduction and overview of social connectionism. This is followed by chapters on causal attribution, person and group impression formation, and attitudes. Each chapter is followed by simulation exercises that can be carried out using the FIT simulation program; these guided exercises allow the reader to reproduce published results. Social Connectionism will be invaluable to graduate students and researchers primarily in the field of social psychology, but also in cognitive psychology and connectionist modeling.
Connections And Symbols
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Author : Steven Pinker
language : en
Publisher: MIT Press
Release Date : 1988
Connections And Symbols written by Steven Pinker and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Psychology categories.
Connections and Symbols provides the first systematic analysis of the explosive new field of Connectionism that is challenging the basic tenets of cognitive science. Does intelligence result from the manipulation of structured symbolic expressions? Or is it the result of the activation of large networks of densely interconnected simple units? Connections and Symbols provides the first systematic analysis of the explosive new field of Connectionism that is challenging the basic tenets of cognitive science. These lively discussions by Jerry A. Fodor, Zenon W. Pylyshyn, Steven Pinker, Alan Prince, Joel Lechter, and Thomas G. Bever raise issues that lie at the core of our understanding of how the mind works: Does connectionism offer it truly new scientific model or does it merely cloak the old notion of associationism as a central doctrine of learning and mental functioning? Which of the new empirical generalizations are sound and which are false? And which of the many ideas such as massively parallel processing, distributed representation, constraint satisfaction, and subsymbolic or microfeatural analyses belong together, and which are logically independent? Now that connectionism has arrived with full-blown models of psychological processes as diverse as Pavlovian conditioning, visual recognition, and language acquisition, the debate is on. Common themes emerge from all the contributors to Connections and Symbols: criticism of connectionist models applied to language or the parts of cognition employing language like operations; and a focus on what it is about human cognition that supports the traditional physical symbol system hypothesis. While criticizing many aspects of connectionist models, the authors also identify aspects of cognition that could he explained by the connectionist models. Connections and Symbols is included in the Cognition Special Issue series, edited by Jacques Mehler.