Beispielbild für diese ISBN

Parallel Distributed Processing, Vol. 1: Foundations

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

Verlag: A Bradford Book, 1987
ISBN 10: 026268053X / ISBN 13: 9780262680530
Neu / Soft cover / Anzahl: 1
Verkäufer Book Deals (Lewiston, NY, USA)
Bei weiteren Verkäufern erhältlich
Alle  Exemplare dieses Buches anzeigen
In den Warenkorb legen
Preis: EUR 55,92
Währung umrechnen
Versand: EUR 68,90
Von USA nach Deutschland
Versandziele, Kosten & Dauer

Für später vormerken

Über dieses Buch

Bibliografische Details

Titel: Parallel Distributed Processing, Vol. 1: ...

Verlag: A Bradford Book

Erscheinungsdatum: 1987

Einband: Soft cover

Zustand: New


Brand New, Unread Copy in Perfect Condition. A+ Customer Service!. Buchnummer des Verkäufers ABE_book_new_026268053X

Über diesen Titel:

Bewertung (bereitgestellt von GoodReads):
4,03 durchschnittlich
(31 Bewertungen)


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.

Rezension: 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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Anbieter- & Zahlungsinformationen


Dieser Anbieter akzeptiert die folgenden Zahlungsarten:

  • American Express
  • Carte Bleue
  • EuroCard/MasterCard
  • Visa

[Im Angebot des Anbieters suchen]

[Alle Bücher des Anbieters anzeigen]

[Dem Anbieter eine Frage stellen]

Anbieter: Book Deals
Adresse: Lewiston, NY, USA

AbeBooks Verkäufer seit: 7. Mai 2014
Bewertung: 4 Sterne


We guarantee the condition of every book as it's described on the AbeBooks web
sites. If you're dissatisfied with your purchase (Incorrect Book/Not as
Described/Damaged) or if the order hasn't arrived, you're eligible for a refund
within 30 days of the estimated delivery date. If you've changed your mind
about a book that you've ordered, please use the Ask bookseller a question link
to contact us and we'll respond within 2 business days.


Shipping costs are based on books weighing 2.2 LB, or 1 KG. If your book order is heavy or oversized, we may contact you to let you know extra shipping is required.