Parallel Distributed Processing: Explorations in the Microstructure of Cognition : Foundations (Computational Models of Cognition and Perception) - Hardcover

 
9780262181204: Parallel Distributed Processing: Explorations in the Microstructure of Cognition : Foundations (Computational Models of Cognition and Perception)
Hardcover
ISBN 10: 0262181207 ISBN 13: 9780262181204
Verlag: MIT Press, 1986

Inhaltsangabe

What makes people smarter than computers? These volumes by a pioneeringneurocomputing group suggest that the answer lies in the massively parallel architecture of thehuman mind. They describe a new theory of cognition called connectionism that is challenging theidea of symbolic computation that has traditionally been at the center of debate in theoreticaldiscussions about the mind.

The authors' theory assumes the mind is composed of agreat number of elementary units connected in a neural network. Mental processes are interactionsbetween these units which excite and inhibit each other in parallel rather than sequentialoperations. In this context, knowledge can no longer be thought of as stored in localizedstructures; instead, it consists of the connections between pairs of units that are distributedthroughout the network.

Volume 1 lays the foundations of this exciting theory ofparallel distributed processing, while Volume 2 applies it to a number of specific issues incognitive science and neuroscience, with chapters describing models of aspects of perception,memory, language, and thought.

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Über die Autorin bzw. den Autor

David E. Rumelhart is Professor of Psychology at the University of California, San Diego. With James McClelland, he was awarded the 2002 University of Louisville Grawemeyer Award for Psychology for his work in the field of cognitive neuroscience on a cognitive framework called parallel distributed processing and the concept of connectionism. James L. McClelland is Professor of Psychology and Director of the Center for Mind, Brain, and Computation at Stanford University. He is the coauthor of Parallel Distributed Processing (1986) and Semantic Cognition (2004), both published by the MIT Press.

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Verlag
MIT Press
Erscheinungsdatum
1986
Sprache
Englisch
ISBN 10 
0262181207
ISBN 13 
9780262181204
Einband
Gebundene Ausgabe
Anzahl der Seiten
567
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Verantwortliche Person
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