Publisher: Cambridge University Press
Number Of Pages: 250
Publication Date: 2001-04-02
Sales Rank: 202328
ISBN / ASIN: 0521774799
EAN: 9780521774796
Binding: Paperback
Manufacturer: Cambridge University Press
Studio: Cambridge University Press
Book Description:
The effort to build machines that are able to learn and undertake tasks such as datamining, image processing and pattern recognition has led to the development of artificial neural networks in which learning from examples may be described and understood. The contribution to this subject made over the past decade by researchers applying the techniques of statistical mechanics is the subject of this book. The authors provide a coherent account of various important concepts and techniques that are currently only found scattered in papers, supplement this with background material in mathematics and physics, and include many examples and exercises.
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