Statistical Mechanics of Learning

Statistical Mechanics of Learning

HARDCOVER

02 Apr, 2001

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 develop ...

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ISBN-10:

0521773075

ISBN-13:

9780521773072

Publisher

Cambridge University Press

Dimensions

9.80 X 6.90 X 0.80 inches

Language

English

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.

Product Details

ISBN-10

:0521773075

ISBN-13

:9780521773072

Publisher

:Cambridge University Press

Publication date

: 02 Apr, 2001

Category

: Computer & Internet

Format

:HARDCOVER

Language

:English

Reading Level

: All

Dimension

: 9.80 X 6.90 X 0.80 inches

Weight

:816 g

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