Statistical Mechanics of Learning
Book Details
Format
Paperback / Softback
ISBN-10
0521774799
ISBN-13
9780521774796
Publisher
Cambridge University Press
Imprint
Cambridge University Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Mar 29th, 2001
Print length
344 Pages
Weight
626 grams
Dimensions
17.00 x 24.50 x 2.20 cms
Product Classification:
Mathematical theory of computationArtificial intelligenceMachine learning
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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.
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