Parallel Distributed Processing, Vol. 2

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Parallel Distributed Processing, Vol. 2

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Isbn10 0262631105
Isbn13 9780262631105
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Languages /languages/eng
Latest Revision 7
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Number Of Pages 632
Ocaid paralleldistribu00mccl
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Physical Dimensions 8.9 x 5.8 x 1.4 inches
Physical Format Paperback
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Publish Date July 29, 1987
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Publishers The MIT Press
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Revision 7
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Subjects Cognition & cognitive psychology
General Theory of Computing
Cognitive Psychology
Psychology & Psychiatry / Cognitive Psychology
Human information processing
Subtitle Psychological and Biological Models
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Title Parallel Distributed Processing, Vol. 2
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Weight 1.9 pounds
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Parallel Distributed Processing, Vol. 2
Parallel Distributed Processing, Vol. 2
Authors David E.. Rumelhart
James L MacClelland
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Content Version preview-1.0.0
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Language en
Maturity Rating NOT_MATURE
Page Count 547
Print Type BOOK
Published Date 1987
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Subtitle Explorations in the Microstructure of Cognition. Fondations
Title Parallel Distributed Processing
Authors David E. Rumelhart
James L. McClelland
Average Rating 4
Categories Psychology
Content Version
Description What makes people smarter than computers? These volumes by a pioneering neurocomputing group suggest that the answer lies in the massively parallel architecture of the human mind. They describe a new theory of cognition called connectionism that is challenging the idea of symbolic computation that has traditionally been at the center of debate in theoretical discussions about the mind. The authors' theory assumes the mind is composed of a great number of elementary units connected in a neural network. Mental processes are interactions between these units which excite and inhibit each other in parallel rather than sequential operations. In this context, knowledge can no longer be thought of as stored in localized structures; instead, it consists of the connections between pairs of units that are distributed throughout the network. Volume 1 lays the foundations of this exciting theory of parallel distributed processing, while Volume 2 applies it to a number of specific issues in cognitive science and neuroscience, with chapters describing models of aspects of perception, memory, language, and thought.
Language en
Maturity Rating NOT_MATURE
Page Count 611
Print Type BOOK
Published Date 1986-01-01
Publisher MIT Press
Ratings Count 1
Subtitle -
Title Psychological and Biological Models

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