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Bestseller
BestsellerE-book
Author Marcus, Gary F. (Gary Fred)

Title The algebraic mind : integrating connectionism and cognitive science / Gary F. Marcus.

Publication Info. Cambridge, Mass. : MIT Press, [2001]
©2001

Item Status

Description 1 online resource (xiii, 224 pages) : illustrations.
Physical Medium polychrome
Description text file
Series Learning, development, and conceptual change
Learning, development, and conceptual change.
Note "A Bradford book."
Bibliography Includes bibliographical references (pages 195-210) and indexes.
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.
Local Note eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America
Subject Mental representation.
Mental representation.
Cognition.
Cognition.
Connectionism.
Connectionism.
Cognitive science.
Cognitive science.
Genre/Form Electronic books.
Other Form: Print version: Marcus, Gary F. (Gary Fred). Algebraic mind. Cambridge, Mass. : MIT Press, ©2001 0262133792 (DLC) 00038029 (OCoLC)43954048
ISBN 9780262279086 (electronic book)
0262279088 (electronic book)
9780262133791
0262133792 (Trade Cloth)