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Connectionism: Theory and Practice
     

Connectionism: Theory and Practice

by Steven I. Davis, Simon Fraser University (Other)
 

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Over the last decade, an emerging form of computational modeling has steadily gained the respect of many researchers as a radically new and promising approach to cognitive science. Known by a number of names, including "connectionism," "neural networks," and "parallel distributed processing" (PDP), this method of computation attempts to model the neural proocesses

Overview

Over the last decade, an emerging form of computational modeling has steadily gained the respect of many researchers as a radically new and promising approach to cognitive science. Known by a number of names, including "connectionism," "neural networks," and "parallel distributed processing" (PDP), this method of computation attempts to model the neural proocesses that are assumed to underlie cognitive functions in human beings. Unlike the digital computation methods used by Al researchers, connectionist models claim to approximate the kind of spontaneous, creative, and somewhat unpredictable behavior of human agents. However, over the last few years, a heated controversy has arisen over the extent to which connectionist models are able to provide successful explanations for higher cognitive processes. A central theme of this book is the adequacy of recent attempts to implement higher cognitive processes in connectionist networks. Cognitive scientists, cognitive psychologists, linguists, philosophers, computer scientists, and others exploring this fascinating science will find this book essential reading.

Product Details

ISBN-13:
9780195076653
Publisher:
Oxford University Press, USA
Publication date:
07/01/1992
Series:
Vancouver Studies in Cognitive Science Series , #3
Pages:
336
Product dimensions:
6.19(w) x 9.31(h) x 1.05(d)

Meet the Author

Simon Fraser University

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