Theory of Neural Information Processing Systems

Coolen, A. C. C.; K�hn, R.; Sollich, P.

ISBN 10: 0198530234 ISBN 13: 9780198530237

Published by Oxford University Press, 2005

Language: English

Condition: New Hardcover

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Bibliographic Details

Title

Theory of Neural Information Processing Systems

Publisher

Oxford University Press

Publication Date

2005

Language

English

ISBN 10

0198530234

ISBN 13

9780198530237

Binding

Hardcover

Condition

New

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About this title

Synopsis

This interdisciplinary graduate text gives a full, explicit, coherent and up-to-date account of the modern theory of neural information processing systems and is aimed at student with an undergraduate degree in any quantitative discipline (e.g. computer science, physics, engineering, biology, or mathematics). The book covers all the major theoretical developments from the 1940s tot he present day, using a uniform and rigorous style of presentation and of mathematical notation. The text starts with simple model neurons and moves gradually to the latest advances in neural processing. An ideal textbook for postgraduate courses in artificial neural networks, the material has been class-tested. It is fully self contained and includes introductions to the various discipline-specific mathematical tools as well as multiple exercises on each topic.

About the Author

A.C.C. Coolen is at Professor of Applied Mathematics, Department of Mathematics, King's College, London. R. Kuehn is at Lecturer in Applied Mathematics, Department of Mathematics, King's College, London.

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