Connectionist Models In Cognitive Psychology PDF Download
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Author | : George Houghton |
Publisher | : Psychology Press |
Total Pages | : 524 |
Release | : 2004-08-02 |
Genre | : Psychology |
ISBN | : 1135431140 |
Download Connectionist Models in Cognitive Psychology Book in PDF, ePub and Kindle
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 | : Ron Sun |
Publisher | : Cambridge University Press |
Total Pages | : 767 |
Release | : 2008-04-28 |
Genre | : Computers |
ISBN | : 0521674107 |
Download The Cambridge Handbook of Computational Psychology Book in PDF, ePub and Kindle
A cutting-edge reference source for the interdisciplinary field of computational cognitive modeling.
Author | : George Houghton |
Publisher | : Psychology Press |
Total Pages | : 484 |
Release | : 2004-08-02 |
Genre | : Psychology |
ISBN | : 1135431159 |
Download Connectionist Models in Cognitive Psychology Book in PDF, ePub and Kindle
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 | : David C. Plaut |
Publisher | : Psychology Press |
Total Pages | : 172 |
Release | : 1994 |
Genre | : Alexia |
ISBN | : 9780863773365 |
Download Connectionist Modelling in Cognitive Neuropsychology Book in PDF, ePub and Kindle
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 | : Peter McLeod |
Publisher | : Oxford University Press, USA |
Total Pages | : 388 |
Release | : 1998-01-01 |
Genre | : Science |
ISBN | : 9780198524274 |
Download Introduction to Connectionist Modelling of Cognitive Processes Book in PDF, ePub and Kindle
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 | : Rob Ellis |
Publisher | : Psychology Press |
Total Pages | : 716 |
Release | : 2020-02-25 |
Genre | : Psychology |
ISBN | : 1317715519 |
Download Connectionist Psychology Book in PDF, ePub and Kindle
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 | : Joseph P. Levy |
Publisher | : Psychology Press |
Total Pages | : 353 |
Release | : 2014-05-09 |
Genre | : Psychology |
ISBN | : 1317744683 |
Download Connectionist Models of Memory and Language (PLE: Memory) Book in PDF, ePub and Kindle
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 | : Stephen J. Read |
Publisher | : Psychology Press |
Total Pages | : 404 |
Release | : 1998 |
Genre | : Psychology |
ISBN | : 9780805822168 |
Download Connectionist Models of Social Reasoning and Social Behavior Book in PDF, ePub and Kindle
This book presents the work of leading researchers in social and cognitive psychology who are applying connectionist models to central topics in social psychology. For professionals and graduate students in social & cognitive psych. & cognitive science.
Author | : Stephen José Hanson |
Publisher | : Bradford Book |
Total Pages | : 448 |
Release | : 1990 |
Genre | : Computers |
ISBN | : |
Download Connectionist Modeling and Brain Function Book in PDF, ePub and Kindle
Bringing together contributions in biology, neuroscience, computer science, physics, and psychology, this book offers a solid tutorial on current research activity in connectionist-inspired biology-based modeling. It describes specific experimental approaches and also confronts general issues related to learning associative memory, and sensorimotor development. Introductory chapters by editors Hanson and Olson, along with Terrence Sejnowski, Christof Koch, and Patricia S. Churchland, provide an overview of computational neuroscience, establish the distinction between "realistic" brain models and "simplified" brain models, provide specific examples of each, and explain why each approach might be appropriate in a given context. The remaining chapters are organized so that material on the anatomy and physiology of a specific part of the brain precedes the presentation of modeling studies. The modeling itself ranges from simplified models to more realistic models and provides examples of constraints arising from known brain detail as well as choices modelers face when including or excluding such constraints. There are three sections, each focused on a key area where biology and models have converged. Stephen Jose Hanson is Member of Technical Staff, Bellcore, and Visiting Faculty, Cognitive Science Laboratory, Princeton University. Carl R. Olson is Assistant Professor, Department of Psychology at Princeton Connectionist Modeling and Brain Functionis included in the Network Modeling and Connectionism series, edited by Jeffrey Elman.
Author | : Philip T. Quinlan |
Publisher | : University of Chicago Press |
Total Pages | : 316 |
Release | : 1991 |
Genre | : Psychology |
ISBN | : 9780226699615 |
Download Connectionism and Psychology Book in PDF, ePub and Kindle
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.