Parallel Distributed Processing, Volume 1: Explorations in the Microstructure of Cognition: Foundations (A Bradford Book, Band 1) - Softcover

Rumelhart, David E. E.; Mcclelland, James L.; PDP Research Group

 
9780262680530: Parallel Distributed Processing, Volume 1: Explorations in the Microstructure of Cognition: Foundations (A Bradford Book, Band 1)
Softcover
ISBN 10: 026268053X ISBN 13: 9780262680530
Verlag: MIT Press, 1987

Inhaltsangabe

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. A Bradford Book.

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Über die Autorin bzw. den Autor

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.

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.

Von der hinteren Coverseite

This book describes the authors work in developing a theoretical framework for describing parallel distributed processing activity and in applying the framework to the development of models of aspects of perception, memory, language, and thought.

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Verlag
MIT Press
Erscheinungsdatum
1987
Sprache
Englisch
ISBN 10 
026268053X
ISBN 13 
9780262680530
Einband
Taschenbuch
Anzahl der Seiten
570
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Deutschland

Weitere beliebte Ausgaben desselben Titels

9780262631105: Parallel Distributed Processing, Volume 2: Explorations in the Microstructure of Cognition: Psychological and Biological Models (A Bradford Book, Band 2)

Vorgestellte Ausgabe

ISBN 10:  0262631105 ISBN 13:  9780262631105
Verlag: MIT Press, 1987
Softcover