Statistical Mechanics of Learning (Hardcover)

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.

General

Imprint:	Cambridge UniversityPress
Country of origin:	United Kingdom
Release date:	2001
First published:	2001
Authors:	A. Engel • C. Van Den Broeck
Dimensions:	244 x 170 x 21mm (L x W x T)
Format:	Hardcover
Pages:	342
ISBN-13:	978-0-521-77307-2
Categories:	Books > Computing & IT > General theory of computing > Mathematical theory of computation Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	0-521-77307-5
Barcode:	9780521773072

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