Neural Networks and Brain Function - Softcover

Rolls, Edmund T.; Treves, Alessandro

Softcover

ISBN 10: 0198524323 ISBN 13: 9780198524328

Publisher: Oxford University Press, 1998

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.

About this title

About the Author

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.

Review

`...a fascinating groundwork for researchers stydying how the human brian works and how behaviour is produced.'
ASLIB 63/8 August 98.

Edition details

• Publisher: Oxford University Press
• Publication date: 1998
• ISBN 10: 0198524323
• ISBN 13: 9780198524328
• Binding: Paperback
• Language: English
• Edition number: 1
• Number of pages: 418