Statistical Mechanics of Learning

Language: English

Published by Cambridge University Press, GB, 2001

0521773075 / 9780521773072

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Learning is one of the things that humans do naturally, and it has always been a challenge for us to understand the process. Nowadays this challenge has another dimension as we try to build machines that are able to learn and to undertake tasks such as datamining, image processing and pattern recognition. We can formulate a simple framework, artificial neural networks, in which learning from examples may be described and understood. The contribution to this subject made over the last 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 to make a book that can be used with courses, or for self-teaching, or as a handy reference.

Seller Inventory # LU-9780521773072

Title
Statistical Mechanics of Learning
Author
A. Engel, C. Van den Broeck
Publisher
Cambridge University Press, GB
Publication year
2001
Condition
New
Binding
Hardback
Language
English
ISBN 10
0521773075
ISBN 13
9780521773072
Item weight
750 grams

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