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Rumelhart, D.E. et al:

Parallel Distributed Processing: Foundations: Explorations in the Microstructure of Cognition - Taschenbuch

1989, ISBN: 9780262181204

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Rumelhart, DE et al:

Parallel Distributed Processing: Explorations in the Microstructure of Cognition (Volume 1) Foundations (A Bradford Book) - gebunden oder broschiert

1986, ISBN: 9780262181204

MIT Press, 1986. Volume 1. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In poor condition, suitable as a reading cop… Mehr…

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Parallel Distributed Processing. Explorations in the Microstructure of Cognition. Vol. 1: Foundations - RUMELHART, David E. / MCCLELLAND, James L. (ed)
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RUMELHART, David E. / MCCLELLAND, James L. (ed):
Parallel Distributed Processing. Explorations in the Microstructure of Cognition. Vol. 1: Foundations - Taschenbuch

1989

ISBN: 0262181207

[EAN: 9780262181204], Gebraucht, sehr guter Zustand, [SC: 11.99], [PU: Bradford Book, Cambridge, Mass.], 6. Printing; 547 p; many Fig. Ex-Library Copy., Books

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Parallel Distributed Processing. Explorations in the Microstructure of Cognition. Vol. 1: Foundations - RUMELHART, David E. / MCCLELLAND, James L. (ed)
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RUMELHART, David E. / MCCLELLAND, James L. (ed):
Parallel Distributed Processing. Explorations in the Microstructure of Cognition. Vol. 1: Foundations - Taschenbuch

1989, ISBN: 0262181207

[EAN: 9780262181204], Gebraucht, sehr guter Zustand, [SC: 2.95], [PU: Bradford Book, Cambridge, Mass.], 6. Printing; 547 p; many Fig. Ex-Library Copy., Books

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Parallel Distributed Processing: Explorations in the Microstructure of Cognition : Foundations - gebrauchtes Buch

ISBN: 9780262181204

UsedGood. There is light highlighting or handwriting throughout the book. Pages are clean! The dust jacket is in rough shape, shows significant wear. Fast Shipping - Each order powers ou… Mehr…

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Details zum Buch
Parallel Distributed Processing: Explorations in the Microstructure of Cognition : Foundations (Computational Models of Cognition and Perception)
Autor:
Titel:
ISBN-Nummer:

0262181207


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.

, This two-volume work is now considered a classic in the field. It presents the results of the Parallel Distributed Processing (PDP) group's work in the early 1980s and provides a good overview of the earlier neural network research. The PDP approach (also known as connectionism among other things) is based on the conviction that various aspects of cognitive activity are thought of in terms of massively parallel processing. The first volume starts with the general framework and continues with an analysis of learning mechanisms and various mathematical and computational tools important in the analysis of neural networks. The chapter on backpropagation is written by Rumelhart, Hinton, and Williams, who codiscovered the algorithm in 1986. The second volume is written with a psychological and biological emphasis. It explores the relationship of PDP to various aspects of human cognition. The book is a comprehensive research survey of its time and most of the book's results and methods are still at the foundation of the neural network field.

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


EAN (ISBN-13): 9780262181204
ISBN (ISBN-10): 0262181207
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 1986
Herausgeber: MIT Press
567 Seiten
Gewicht: 0,885 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 2007-05-28T10:09:03+02:00 (Berlin)
Detailseite zuletzt geändert am 2024-03-16T19:26:49+01:00 (Berlin)
ISBN/EAN: 0262181207

ISBN - alternative Schreibweisen:
0-262-18120-7, 978-0-262-18120-4
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: rumelhart, mcclelland david, david james
Titel des Buches: explorations parallel distributed processing, cognition, foundations perception, explorations 1806 1860, book the foundations

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