Parallel Distributed Processing : Explorations in the Microstructure of Cognition : Psychological and Biological Models
McClelland, James L.; Rumelhart, David E.; PDP Research Group (COR)
Language: English
Published by Bradford Books, 1987
- Softcover
- New
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- Title
- Parallel Distributed Processing : Explorations in the Microstructure of Cognition : Psychological and Biological Models
- Author
- McClelland, James L.; Rumelhart, David E.; PDP Research Group (COR)
- Publisher
- Bradford Books
- Publication year
- 1987
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 0262631105
- ISBN 13
- 9780262631105
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.
"Synopsis" may belong to another edition of this title.
About the Author
David E. Rumelhart (1942-2011) served as Professor of Psychology at the University of California, San Diego and Stanford University. 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.
"About the title" may belong to another edition of this title.
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