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Book Cover
E-book
Author Marcus, Gary F. (Gary Fred)

Title The algebraic mind : integrating connectionism and cognitive science / Gary F. Marcus
Published Cambridge, Mass. : MIT Press, ©2001
©2001

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Description 1 online resource (xiii, 224 pages) : illustrations
Series Learning, development, and conceptual change
Learning, development, and conceptual change.
Contents Series Foreword -- Preface -- 1. Cognitive Architectures -- 2. Multilayer Perceptrons -- 3. Relations between Variables -- 4. Structured Representations -- 5. Individuals -- 6. Where does the Machinery of Symbol Manipulation Come From? -- 7. Conclusions -- Notes -- Glossary -- Reference -- Name Index -- Subject Index
Summary In The Algebraic Mind, Gary Marcus attempts to integrate two theories about how the mind works, one that says that the mind is a computer-like manipulator of symbols, and another that says that the mind is a large network of neurons working together in parallel. Resisting the conventional wisdom that says that if the mind is a large neural network it cannot simultaneously be a manipulator of symbols, Marcus outlines a variety of ways in which neural systems could be organized so as to manipulate symbols, and he shows why such systems are more likely to provide an adequate substrate for language and cognition than neural systems that are inconsistent with the manipulation of symbols. Concluding with a discussion of how a neurally realized system of symbol-manipulation could have evolved and how such a system could unfold developmentally within the womb, Marcus helps to set the future agenda of cognitive neuroscience
Analysis COGNITIVE SCIENCES/General
COGNITIVE SCIENCES/Psychology/Cognitive Psychology
Notes "A Bradford book."
Bibliography Includes bibliographical references (pages 195-210) and indexes
Notes English
Print version record
Subject Mental representation.
Cognition.
Connectionism.
Cognitive science.
Cognition
cognition.
SCIENCE -- Cognitive Science.
PSYCHOLOGY -- Cognitive Psychology.
Cognition
Cognitive science
Connectionism
Mental representation
Form Electronic book
ISBN 9780262279086
0262279088
9780262133791
0262133792
0585480893
9780585480893
9780262632683
0262632683