Statistical Mechanics of Learning

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Statistical Mechanics of Learning

By A. Engel; C. Van den Broeck

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Artificial neural networks provide a simple framework for describing learning from examples. This coherent account of important concepts and techniques of statistical mechanics and their application to learning theory comes with background material in mathematics and physics, plus many examples and exercises, making it ideal for courses, self-teaching, or reference.

Subject: Professional, Career & Trade -> Computer Science -> Computer Vision & Pattern Recognition

Statistical Mechanics of Learning
1st edition
Publisher: Cambridge University Press 3/29/01
Imprint: Cambridge University Press
Language: English

ISBN 10: 0511034571
ISBN 13: 9780511034572
Print ISBN: 9780521773072

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