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Statistical Mechanics of Learning
By: Andreas Engel
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ISBN: 9780521774796 Publisher: Cambridge
Year of publishing: 2001 Format: Paperback
No of Pages: 342 Language: English
Learning is natural activity, and it has always been a challenge for us to understand the process. Artificial neural networks provide a simple framework in which learning from examples may be described...Read more
Learning is natural activity, and it has always been a challenge for us to understand the process. Artificial neural networks provide a simple framework in which learning from examples may be described and understood. The authors provide a coherent account of various important concepts and techniques of statistical mechanics and their application to learning theory, 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.
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'... recommended both to students of the subjects artificial intelligence, statistics, of interdisciplinary subjects in psychology and philosophy, and to scientists and applied researchers...Read more
'... recommended both to students of the subjects artificial intelligence, statistics, of interdisciplinary subjects in psychology and philosophy, and to scientists and applied researchers interested in concepts of intelligent learning processes.' Zentralblatt fur Mathematik und ihre Grenzgebiete Mathematics Abstracts
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