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Synopsis
Artificial neural networks, learning, statistical mechanics; background material in mathematics and physics; examples and exercises; textbook/reference.
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Review
'... 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 für Mathematik und ihre Grenzgebiete Mathematics Abstracts
Book Description
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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Statistical Mechanics of Learning
Published by
Cambridge University Press, 2001
ISBN 10: 0521773075
ISBN 13: 9780521773072
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Statistical Mechanics of Learning
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Cambridge University Press, 2001
ISBN 10: 0521773075
ISBN 13: 9780521773072
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Statistical Mechanics of Learning
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Hardcover. Condition: Brand New. 1st edition. 342 pages. 9.70x6.80x0.75 inches. In Stock. This item is printed on demand. Seller Inventory # __0521773075
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Statistical Mechanics of Learning
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Cambridge University Press, 2001
ISBN 10: 0521773075
ISBN 13: 9780521773072
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Statistical Mechanics of Learning
Published by
Cambridge University Press, 2001
ISBN 10: 0521773075
ISBN 13: 9780521773072
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First Edition
Seller: Kennys Bookshop and Art Galleries Ltd., Galway, GY, Ireland
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Condition: New. Artificial neural networks, learning, statistical mechanics; background material in mathematics and physics; examples and exercises; textbook/reference. Num Pages: 342 pages, 1 table 136 exercises. BIC Classification: UYA; UYQM. Category: (P) Professional & Vocational; (U) Tertiary Education (US: College). Dimension: 181 x 254 x 20. Weight in Grams: 828. . 2001. 1st Edition. hardcover. . . . . Seller Inventory # V9780521773072
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Statistical Mechanics of Learning
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Cambridge University Press CUP, 2001
ISBN 10: 0521773075
ISBN 13: 9780521773072
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Seller: Books Puddle, New York, NY, U.S.A.
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Statistical Mechanics of Learning
Published by
Cambridge University Press, 2001
ISBN 10: 0521773075
ISBN 13: 9780521773072
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Condition: New. Print on Demand pp. 342 Figures. Seller Inventory # 7612007
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Statistical Mechanics of Learning
Published by
Cambridge University Press, 2001
ISBN 10: 0521773075
ISBN 13: 9780521773072
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Seller: Biblios, Frankfurt am main, HESSE, Germany
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Statistical Mechanics of Learning (Hardcover)
Published by
Cambridge University Press, Cambridge, 2001
ISBN 10: 0521773075
ISBN 13: 9780521773072
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Hardcover
First Edition
Seller: CitiRetail, Stevenage, United Kingdom
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Hardcover. Condition: new. Hardcover. 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. Artificial neural networks provide a simple framework for describing learning from examples. This account of important concepts and techniques of statistical mechanics and their application to learning theory comes with background material in mathematics and physics. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Seller Inventory # 9780521773072
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Statistical Mechanics of Learning
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Cambridge University Press, 2015
ISBN 10: 0521773075
ISBN 13: 9780521773072
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Seller: moluna, Greven, Germany
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Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. 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 mathe. Seller Inventory # 446946664
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