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Science/Engineering Theory of Neural Information Processing Systems
Posted on 2010-03-15
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Theory of Neural Information Processing Systems
By A. C. C. Coolen, R. Kuhn, P. Sollich, Publisher: Oxford University Press, USA Number Of Pages: 592 Publication Date: 2005-09-01 Sales Rank: 1340478 ISBN / ASIN: 0198530242 EAN: 9780198530244 Binding: Paperback Manufacturer: Oxford University Press, USA Studio: Oxford University Press, USA This interdisciplinary text gives a full, coherent, and up-to-date account of the modern theory of neural information processing systems. Aimed at students with an undergraduate degree in any quantitative discipline it covers all the major theoretical developments from the 1940s to the present day. 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, 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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