Neural Networks And Brain Function - Couverture souple

Rolls, Edmund T.

Couverture souple

ISBN 10 : 0198524323 ISBN 13 : 9780198524328

Editeur : Oxford University Press, U.S.A., 1997

Synopsis

This book describes the types of computation that can be performed by biologically plausible neural networks and shows how they may be implemented in different systems of the brain. It is structured in three sections, each of which addresses a different need. The first introduces and analyzes the operation of several fundamental types of neural networks. The second discusses real neural networks in several brain systems, and shows how it is becoming possible to construct theories about the way different parts of the brain work. This section also analyzes the various neuroscience and neurocomputation techniques that need to be combined to ensure further progress in understanding the mechanism of brain processes. The third section, a collection of appendices introduces the formal quantitative approaches to many of the networks described. Neural Networks and Brain Function is an accessible, clear introduction for researchers and students in neuroscience and artificial intelligence to the fascinating problems of how the brain works and how behavior is determined.

A propos du livre

Présentation de l'éditeur

The aim of this book is to describe the types of computation that can be performed by biologically plausible neural networks, and to show how these may be implemented in different systems in the brain. Neural Networks and Brain Function is structured in three sections, each of which addresses a different need in the market. The first section introduces and describes the operation of several fundamental types of neural network. The second section describes real neural networks in several brain systems, and shows how it is becoming possible to construct theories about how some parts of the brain work; it also provides an indication of the different neuroscience and neurocomputation techniques that will need to be combined to ensure further rapid progress in understanding how parts of the brain work. The third section, a collection of appendices, introduces the more formal quantitative approaches to many of the networks described. This is a clearly written and thoughtfully structured introduction to a fascinating and complex field of neuroscience. It will be a key text for researchers, graduate students and advanced undergraduates in the field, particularly for those without a background in computer science.

Biographie de l'auteur

Edmund T. Rolls is in the Department of Experimental Psychology, University of Oxford. Alessandro Treves is at International School of Advanced Studies, Cognitive Neuroscience Division, Trieste.

Détails de l'édition

• Éditeur: Oxford University Press, U.S.A.
• Date d'édition: 1997
• Langue: anglais
• ISBN 10: 0198524323
• ISBN 13: 9780198524328
• Reliure: Broché
• Nombre de pages: 428
• Coordonnées du fabricant: non disponible
• Personne responsable: Ufficio Anagrafiche Messaggerie; ufficio.anagrafiche@meli.it; ; Via Verdi, 8; Assago Milano; 20090; Italie