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Artificial Intelligence - General, Cognitive Science, Cognitive Psychology
Associative Engines: Connectionism, Concepts, and Representational Change by Andy Clark β€” book cover

Associative Engines: Connectionism, Concepts, and Representational Change

by Andy Clark
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Overview

Connectionist approaches, Andy Clark argues, are driving cognitive science toward a radical reconception of its explanatory endeavor. At the heart of this reconception lies a shift toward a new and more deeply developmental vision of the mind - a vision that has important implications for the philosophical and psychological understanding of the nature of concepts, of mental causation, and of representational change.

Combining philosophical argument, empirical results, and interdisciplinary speculations, Clark charts a fundamental shift from a static, inner-code-oriented conception of the subject matter of cognitive science to a more dynamic, developmentally rich, process-oriented view. Clark argues that this shift makes itself felt in two main ways. First, structured representations are seen as the products of temporally extended cognitive activity and not as the representational bedrock (an innate symbol system or language of thought) upon which all learning is based. Second, the relation between thoughts (as described by folk psychology) and inner computational states is loosened as a result of the fragmented and distributed nature of the connectionist representation of concepts.

Other issues Clark raises include the nature of innate knowledge, the conceptual commitments of folk psychology, and the use and abuse of higher-level analyses of connectionist networks.

Andy Clark is Reader in Philosophy of Cognitive Sciences in the School of Cognitive and Computing Sciences at the University of Sussex, in England. He's the author of Microcognition: Philosophy, Cognitive Science, and Parallel Distributed Processing.

Synopsis

Clark charts a fundamental shift from a static, inner-code-oriented conception of the subject matter of cognitive science to a more dynamic, developmentally rich, process-oriented view.

Booknews

Combining philosophical arguments, empirical results, and interdisciplinary speculations, Clark (cognitive sciences, U. of Sussex, England) contends that connectivist approaches are bringing about a radical shift in cognitive science. The static, inner-code-oriented conception of the discipline's subject matter, he says, is giving way to a more dynamic, process- oriented view. Annotation c. Book News, Inc., Portland, OR (booknews.com)

About the Author, Andy Clark

Andy Clark is Doctor of Philosophy at the School of Cognitive and Computing Sciences at the University of Sussex.

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Booknews

Combining philosophical arguments, empirical results, and interdisciplinary speculations, Clark (cognitive sciences, U. of Sussex, England) contends that connectivist approaches are bringing about a radical shift in cognitive science. The static, inner-code-oriented conception of the discipline's subject matter, he says, is giving way to a more dynamic, process- oriented view. Annotation c. Book News, Inc., Portland, OR (booknews.com)

Book Details

Published
September 1, 1993
Publisher
MIT Press
Pages
268
Format
Hardcover
ISBN
9780262032100

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