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Statistical Mechanics Of Learning

by A. Engel

2021-01-07 16:17:02

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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 underst... Read more
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. Less

Book Details

File size9.61 X 6.69 X 0.71 in
Print pages344
PublisherCambridge University Press
Publication date March 29, 2001
LanguageEnglish
ISBN9780521774796
autor-image
A. Engel
Author
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