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Statistical Mechanics of Learning

A. Engel, C. Van den Broeck




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 | #1423225 in Books |  Cambridge University Press |  2001-04-02 | Original language:English | PDF # 1 |  9.72 x.83 x6.85l,1.80 | File type: PDF | 342 pages

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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 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...

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