Theory of Neural Information Processing Systems
Book Details
Format
Paperback / Softback
ISBN-10
0198530242
ISBN-13
9780198530244
Publisher
Oxford University Press
Imprint
Oxford University Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jul 21st, 2005
Print length
586 Pages
Weight
1,021 grams
Dimensions
24.50 x 17.20 x 3.30 cms
Ksh 17,550.00
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Provides an account of the theory of neural information processing systems. This book includes introductions to various mathematical tools as well as multiple exercises on each topic. It is aimed at students with an undergraduate degree in any quantitative discipline, including mathematics, computer science, physics, engineering or biology.
Theory of Neural Information Processing Systems provides an explicit, coherent, and up-to-date account of the modern theory of neural information processing systems. It has been carefully developed for graduate students from any quantitative discipline, including mathematics, computer science, physics, engineering or biology, and has been thoroughly class-tested by the authors over a period of some 8 years. Exercises are presented throughout the text and notes on historical background and further reading guide the student into the literature. All mathematical details are included and appendices provide further background material, including probability theory, linear algebra and stochastic processes, making this textbook accessible to a wide audience.
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