Parallel Distributed Processing, Vol. 1: Foundations
Rumelhart, David E.; Mcclelland, James L.; PDP Research Group
Language: English
Published by Bradford Books, 1987
- Softcover
- New
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In English.
Seller Inventory # ria9780262680530_new
- Title
- Parallel Distributed Processing, Vol. 1: Foundations
- Author
- Rumelhart, David E.; Mcclelland, James L.; PDP Research Group
- Publisher
- Bradford Books
- Publication year
- 1987
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 026268053X
- ISBN 13
- 9780262680530
- Item weight
- 874 grams
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
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. With David E. Rumelhart, 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.
Jerome A. Feldman is Professor of Electrical Engineering and Computer Science and former Director of the Cognitive Science Program at the University of California, Berkeley, and a Research Scientist at the International Computer Science Institute.
"About the title" may belong to another edition of this title.
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