Connections and Symbols / Edition 1

Connections and Symbols / Edition 1

by Steven Pinker
     
 

ISBN-10: 0262660644

ISBN-13: 9780262660648

Pub. Date: 06/20/1988

Publisher: MIT Press

Does intelligence result from the manipulation of structured symbolic expressions? Or is it the result of the activation of large networks of densely interconnected simple units? Connections and Symbols provides the first systematic analysis of the explosive new field of Connectionism that is challenging the basic tenets of cognitive science.

These lively

Overview

Does intelligence result from the manipulation of structured symbolic expressions? Or is it the result of the activation of large networks of densely interconnected simple units? Connections and Symbols provides the first systematic analysis of the explosive new field of Connectionism that is challenging the basic tenets of cognitive science.

These lively discussions by Jerry A. Fodor, Zenon W. Pylyshyn, Steven Pinker, Alan Prince, Joel
Lechter, and Thomas G. Bever raise issues that lie at the core of our understanding of how the mind works: Does connectionism offer it truly new scientific model or does it merely cloak the old notion of associationism as a central doctrine of learning and mental functioning? Which of the new empirical generalizations are sound and which are false? And which of the many ideas such as massively parallel processing, distributed representation, constraint satisfaction, and subsymbolic or microfeatural analyses belong together, and which are logically independent?

Now that connectionism has arrived with full-blown models of psychological processes as diverse as Pavlovian conditioning, visual recognition, and language acquisition, the debate is on. Common themes emerge from all the contributors to Connections and Symbols: criticism of connectionist models applied to language or the parts of cognition employing language like operations; and a focus on what it is about human cognition that supports the traditional physical symbol system hypothesis. While criticizing many aspects of connectionist models, the authors also identify aspects of cognition that could he explained by the connectionist models.

Connections and Symbols is included in the Cognition
Special Issue
series, edited by Jacques Mehler.

Product Details

ISBN-13:
9780262660648
Publisher:
MIT Press
Publication date:
06/20/1988
Series:
Cognition Special Issue Series
Edition description:
1st MIT Press ed
Pages:
264
Product dimensions:
5.90(w) x 8.90(h) x 0.90(d)
Age Range:
18 Years

Table of Contents

I Introduction
II Connectionism and cognitive architecture: A critical analysis
III On Language and connectionism: Analysis of a parallel distributed processing model of language acquisition
IV The relation between linguistic structure and associative theories of language learning: A constructive critique of some connectionist learning models
Index

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