Parallel Distributed Processing volume 2

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

ISBN 10: 0262132184 / ISBN 13: 9780262132183

Edité par MIT Press, 1986

A propos de cet article

Clean, dust jacket has no chips or tears, no previous owner name in book, no notes or underlining in book, unmarked copy. N° de réf. du vendeur 072474

Détails bibliographiques

Titre : Parallel Distributed Processing volume 2

Éditeur : MIT Press

Date d'édition : 1986

Reliure : Hardcover

Etat : Very Good

Etat de la jaquette : Very Good

A propos de ce titre

Synopsis :

Book by McClelland James L Rumelhart David E

Présentation de l'éditeur:

What makes people smarter than computers? The work described in these two volumes suggests that the answer lies in the massively parallel architecture of the human mind. It is some of the most exciting work in cognitive science, unifying neural and cognitive processes in a highly computational framework, with links to artificial intelligence. Although thought and problem solving have a sequential character when viewed over a time frame of minutes or hours, the authors argue that each step in the sequence is the result of the simultaneous activity of a large number of simple computational elements, each influencing others and being influenced by them. Parallel Distributed Processing describes their work in developing a theoretical framework for describing this parallel distributed processing activity and in applying the framework to the development of models of aspects of perception, memory, language, and thought. Volume 2 applies to a number of specific issues in cognitive science and neuroscience. Some chapters describe models of aspects of perception, memory, language, and thought. Others discuss the relation between parallel distributed processing models and neurophysiology or describe models that are specifically addressed to neurophysiological data. The book concludes with an epilogue noting the strengths and weaknesses of the approach and directions for the future.