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Statistical physics of spin glasses and information processing : an introduction

Author: Hidetoshi Nishimori
Publisher: Oxford : Oxford Univ. Press, 2008.
Series: Oxford science publications; International series of monographs on physics, 111.
Edition/Format:   Print book : English : ReprView all editions and formats
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Spin glasses are magnetic materials. Statistical mechanics, a subfield of physics, has been a powerful tool to theoretically analyse various unique properties of spin glasses. This book provides the  Read more...

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Document Type: Book
All Authors / Contributors: Hidetoshi Nishimori
ISBN: 9780198509417 0198509413
OCLC Number: 633965052
Description: XII, 243 Seiten : Illustrationen, Diagramme.
Contents: 1. Mean-field theory of phase transitions ; 2. Mean-field theory of spin glasses ; 3. Replica symmetry breaking ; 4. Gauge theory of spin glasses ; 5. Error-correcting codes ; 6. Image restoration ; 7. Associative memory ; 8. Learning in perceptron ; 9. Optimization problems ; A. Eigenvalues of the Hessian ; B. Parisi equation ; C. Channel coding theorem ; D. Distribution and free energy of K-Sat ; References ; Index
Series Title: Oxford science publications; International series of monographs on physics, 111.
Responsibility: Hidetoshi Nishimori.

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... very enjoyable to read and often opening the reader's eye to new possibilities. This is a perfect introduction to the field for students and researchers who want to study problems in information Read more...

 
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