Connectionist Models In Cognitive Psychology

Author : George Houghton
Publisher : Psychology Press
Page : 488 pages
File Size : 55,5 Mb
Release : 2004-08-02
Category : Psychology
ISBN : 9781135431143

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Connectionist Models in Cognitive Psychology by George Houghton Pdf

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.

Author : George Houghton
Publisher : Psychology Press
Page : 484 pages
File Size : 46,7 Mb
Release : 2004-08-02
Category : Psychology
ISBN : 9781135431150

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Connectionist Models in Cognitive Psychology by George Houghton Pdf

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.

Author : Joseph P. Levy,Dimitrios Bairaktaris,John Bullinaria,Paul Cairns
Publisher : Psychology Press
Page : 353 pages
File Size : 50,8 Mb
Release : 2014-05-09
Category : Psychology
ISBN : 9781317744689

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Connectionist Models of Memory and Language (PLE: Memory) by Joseph P. Levy,Dimitrios Bairaktaris,John Bullinaria,Paul Cairns Pdf

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.

Author : Rob Ellis,G.W. Humphreys
Publisher : Psychology Press
Page : 716 pages
File Size : 42,5 Mb
Release : 2020-02-25
Category : Psychology
ISBN : 9781317715511

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Connectionist Psychology by Rob Ellis,G.W. Humphreys Pdf

This textbook provides an introduction and review of connectionist models applied to psychological topics. Chapters include basic reviews of connectionist models, their properties and their attributes. The application of these models to the domains of perception, memory, attention, word processing, higher language processing, and cognitive neuropsychology is then reviewed.

Author : Stephen John Read,Lynn C. Miller
Publisher : Psychology Press
Page : 397 pages
File Size : 53,5 Mb
Release : 2014-01-14
Category : Psychology
ISBN : 9781317716969

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Connectionist Models of Social Reasoning and Social Behavior by Stephen John Read,Lynn C. Miller Pdf

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.

Author : Ron Sun
Publisher : Cambridge University Press
Page : 767 pages
File Size : 46,8 Mb
Release : 2008-04-28
Category : Computers
ISBN : 9780521674102

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The Cambridge Handbook of Computational Psychology by Ron Sun Pdf

A cutting-edge reference source for the interdisciplinary field of computational cognitive modeling.

Author : Jonathan Grainger,Arthur M. Jacobs,Arthur Jacobs
Publisher : Psychology Press
Page : 378 pages
File Size : 46,6 Mb
Release : 2013-06-17
Category : Psychology
ISBN : 9781134804023

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Localist Connectionist Approaches To Human Cognition by Jonathan Grainger,Arthur M. Jacobs,Arthur Jacobs Pdf

This volume provides an overview of a relatively neglected branch of connectionism known as localist connectionism. The singling out of localist connectionism is motivated by the fact that some critical modeling strategies have been more readily applied in the development and testing of localist as opposed to distributed connectionist models (models using distributed hidden-unit representations and trained with a particular learning algorithm, typically back-propagation). One major theme emerging from this book is that localist connectionism currently provides an interesting means of evolving from verbal-boxological models of human cognition to computer-implemented algorithmic models. The other central messages conveyed are that the highly delicate issue of model testing, evaluation, and selection must be taken seriously, and that model-builders of the localist connectionist family have already shown exemplary steps in this direction.

Author : David C. Plaut,Tim Shallice
Publisher : Psychology Press
Page : 172 pages
File Size : 45,7 Mb
Release : 1994
Category : Alexia
ISBN : 0863773362

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Connectionist Modelling in Cognitive Neuropsychology by David C. Plaut,Tim Shallice Pdf

This title presents the most comprehensive existing "case study" of how the effects of damage in connectionist models can replicate the patterns of cognitive impairments that can arise in humans as a result of brain damage.

Author : Rob Ellis,G.W. Humphreys
Publisher : Psychology Press
Page : 716 pages
File Size : 41,6 Mb
Release : 2020-02-25
Category : Psychology
ISBN : 9781317715511

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Connectionist Psychology by Rob Ellis,G.W. Humphreys Pdf

This textbook provides an introduction and review of connectionist models applied to psychological topics. Chapters include basic reviews of connectionist models, their properties and their attributes. The application of these models to the domains of perception, memory, attention, word processing, higher language processing, and cognitive neuropsychology is then reviewed.

Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 46,7 Mb
Release : 2024-06-23
Category : Electronic
ISBN : 9789814471473

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From Associations to Rules by Anonim Pdf

Author : Peter McLeod,Kim Plunkett,Edmund T. Rolls
Publisher : Oxford University Press, USA
Page : 388 pages
File Size : 52,9 Mb
Release : 1998-01-01
Category : Science
ISBN : 0198524277

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Introduction to Connectionist Modelling of Cognitive Processes by Peter McLeod,Kim Plunkett,Edmund T. Rolls Pdf

Describes the principles of connectionist modelling, and its application in understanding how the brain produces speech, forms memories, recognizes faces, and how intellect develops and deteriorates after brain damage.

Author : Philip T. Quinlan
Publisher : University of Chicago Press
Page : 316 pages
File Size : 55,8 Mb
Release : 1991
Category : Psychology
ISBN : 0226699617

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Connectionism and Psychology by Philip T. Quinlan Pdf

The rapid growth of neural network research has led to a major reappraisal of many fundamental assumptions in cognitive and perceptual psychology. This text—aimed at the advanced undergraduate and beginning postgraduate student—is an in-depth guide to those aspects of neural network research that are of direct relevance to human information processing. Examples of new connectionist models of learning, vision, language and thought are described in detail. Both neurological and psychological considerations are used in assessing its theoretical contributions. The status of the basic predicates like exclusive-OR is examined, the limitations of perceptrons are explained and properties of multi-layer networks are described in terms of many examples of psychological processes. The history of neural networks is discussed from a psychological perspective which examines why certain issues have become important. The book ends with a general critique of the new connectionist approach. It is clear that new connectionism work provides a distinctive framework for thinking about central questions in cognition and perception. This new textbook provides a clear and useful introduction to its theories and applications.

Author : David S. Touretzky,Jeffrey L. Elman,Terrence J. Sejnowski
Publisher : Morgan Kaufmann
Page : 416 pages
File Size : 49,5 Mb
Release : 2014-05-12
Category : Psychology
ISBN : 9781483214481

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Connectionist Models by David S. Touretzky,Jeffrey L. Elman,Terrence J. Sejnowski Pdf

Connectionist Models contains the proceedings of the 1990 Connectionist Models Summer School held at the University of California at San Diego. The summer school provided a forum for students and faculty to assess the state of the art with regards to connectionist modeling. Topics covered range from theoretical analysis of networks to empirical investigations of learning algorithms; speech and image processing; cognitive psychology; computational neuroscience; and VLSI design. Comprised of 40 chapters, this book begins with an introduction to mean field, Boltzmann, and Hopfield networks, focusing on deterministic Boltzmann learning in networks with asymmetric connectivity; contrastive Hebbian learning in the continuous Hopfield model; and energy minimization and the satisfiability of propositional logic. Mean field networks that learn to discriminate temporally distorted strings are described. The next sections are devoted to reinforcement learning and genetic learning, along with temporal processing and modularity. Cognitive modeling and symbol processing as well as VLSI implementation are also discussed. This monograph will be of interest to both students and academicians concerned with connectionist modeling.

Author : John Andrew Bullinaria,Will Lowe
Publisher : World Scientific
Page : 324 pages
File Size : 47,5 Mb
Release : 2002
Category : Computers
ISBN : 9812777253

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Connectionist Models of Cognition and Perception by John Andrew Bullinaria,Will Lowe Pdf

Connectionist Models of Cognition and Perception collects together refereed versions of twenty-three papers presented at the Seventh Neural Computation and Psychology Workshop (NCPW7). This workshop series is a well-established and unique forum that brings together researchers from such diverse disciplines as artificial intelligence, cognitive science, computer science, neurobiology, philosophy and psychology to discuss their latest work on connectionist modelling in psychology.The articles have the main theme of connectionist modelling of cognition and perception, and are organised into six sections, on: cell assemblies, representation, memory, perception, vision and language. This book is an invaluable resource for researchers interested in neural models of psychological phenomena.

Author : Joseph Levy
Publisher : CRC Press
Page : 0 pages
File Size : 48,7 Mb
Release : 1995-12-20
Category : Psychology
ISBN : 1857283686

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Connectionist Models Of Memory And Language by Joseph Levy Pdf

Connectionist modelling and applications have become a major feature of debate in cognitive psychology. In this book, leading connectionists shed light on current approaches to memory and language modelling.