Statistical Mechanics of Learning

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.

Author: A. Engel, C. Van Den Broeck
Publisher: Cambridge University Press
Published: 04/02/2001
Pages: 342
Binding Type: Hardcover
Weight: 1.80lbs
Size: 9.80h x 6.90w x 0.80d
ISBN: 9780521773072

Review Citation(s):
Scitech Book News 12/01/2001 pg. 34