ENGLISH

Theory of Neural Information Processing Systems

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

Book information

Publisher
Oxford University Press, USA
Year
2005
ISBN
9780198530244, 0198530242
Open Library ID
OL7400595M
Language
english
Format
PDF
Filesize
11 MB (11296478 bytes)
Edition
illustrated edition
Pages
586\586
Library
mexmat
Time added
2009-07-20 03:45:11

Description

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.

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