Theory of Neural Information Processing Systems

Description

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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