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Connectionism: Theory and Practice

Connectionism: Theory and Practice

Steven Davis
0/5 ( ratings)
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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 , this method of computation attempts to model the neural processes that are assumed to underlie cognitive functions in human beings. Unlike the digital computation methods used by AI 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 reviews 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.
Language
English
Pages
336
Format
Paperback
Publisher
Oxford University Press, USA
Release
August 20, 1992
ISBN
0195076664
ISBN 13
9780195076660

Connectionism: Theory and Practice

Steven Davis
0/5 ( ratings)
Read Download
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 , this method of computation attempts to model the neural processes that are assumed to underlie cognitive functions in human beings. Unlike the digital computation methods used by AI 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 reviews 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.
Language
English
Pages
336
Format
Paperback
Publisher
Oxford University Press, USA
Release
August 20, 1992
ISBN
0195076664
ISBN 13
9780195076660

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