Theory of Neural Information Processing Systems - Hardcover

Coolen, A. C. C.; Kühn, R.; Sollich, P.

Hardcover

ISBN 10: 0198530234 ISBN 13: 9780198530237

Publisher: Oxford University Press, 2005

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 this title

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.

Edition details

• Publisher: Oxford University Press
• Publication date: 2005
• Language: English
• ISBN 10: 0198530234
• ISBN 13: 9780198530237
• Binding: Hardcover
• Number of pages: 586