Neural Networks and Brain Function

Rolls, Edmund T./ Treves, Alessandro

ISBN 10: 0198524323 / ISBN 13: 9780198524328

Editore: Oxford Univ Pr, 1998

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1st edition. 418 pages. 9.75x6.75x1.00 inches. In Stock. Codice articolo zk0198524323

Dati bibliografici

Titolo: Neural Networks and Brain Function

Casa editrice: Oxford Univ Pr

Data di pubblicazione: 1998

Legatura: Paperback

Condizione: Brand New

Descrizione articolo

Riassunto:

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.

Recensione:

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