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An introduction to the theory of spin glasses and neural networks

Author: Viktor Dotsenko
Publisher: Singapore ; River Edge, NJ : World Scientific, ©1994.
Series: World Scientific lecture notes in physics, v. 54.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:

This work aims to describe the new area of statistical mechanics known as "spin-glasses", encompassing systems in which quenched disorder is the dominant factor. A non-mathematical explanation of the  Read more...

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Document Type: Book
All Authors / Contributors: Viktor Dotsenko
ISBN: 9810218737 9789810218737
OCLC Number: 31242831
Description: vii, 156 pages : illustrations ; 23 cm.
Contents: 1. The Ising Magnetic Systems --
2. Physics of the Spin Glass State --
3. Replica Method --
4. Replica Symmetry Breaking --
5. Physics of the Replica Symmetry Breaking --
6. Replica Symmetry Breaking Solution Near T[subscript c] --
7. Ultrametricity --
8. Scaling in the Space of Spin Glass States --
9. Experiments --
10. Partial Annealing --
11. Statistical Models of Neural Networks --
12. The Hopfield Model --
13. Partial Annealing in Neural Networks --
14. Other Kinds of Neural Networks --
15. Appendix: Stability of the Replica-Symmetric Solutions.
Series Title: World Scientific lecture notes in physics, v. 54.
Other Titles: Theory of spin glasses and neural networks
Responsibility: Viktor Dotsenko.

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