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Statistical Mechanics of Learning

Name: Statistical Mechanics of Learning
Brand: Cambridge University Press
SKU: 9780521774796
Price: 108.99 USD
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Contributors:

A. Engel, C. Van Den Broeck

Publisher:

Cambridge University Press

Binding:

Paperback

Book Category:

Computers, Science, Mathematics

Book Subcategory:

Artificial Intelligence, Physics, Probability & Statistics

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The product is eligible for a complimentary return within 30 days from the date of purchase. Furthermore, individual items are shipped within 24 hours of receiving the order.

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Specifications +

Release Date:

2001-01-01

ISBN 13:

9780521774796

Weight:

1.53 lbs

Size:

9.62 x 6.96 x 0.64 inches

Pages:

344

Mint Condition +

product description

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.

Statistical Mechanics of Learning

Description

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