Research Catalog
An introduction to the theory of spin glasses and neural networks
- Title
- An introduction to the theory of spin glasses and neural networks / Viktor Dotsenko.
- Author
- Dotsenko, Viktor, 1957-
- Publication
- Singapore ; [River Edge] N.J. : World Scientific, 1994.
Items in the Library & Off-site
Filter by
1 Item
| Status | Format | Access | Call Number | Item Location |
|---|---|---|---|---|
| Text | Request in advance | QC176.8.S68 D68 1994 | Off-site |
Holdings
Details
- Description
- vii, 156 pages : illustrations; 22 cm.
- Series Statement
- World Scientific lecture notes in physics ; vol. 55
- Uniform Title
- World Scientific lecture notes in physics ; v. 55.
- Subjects
- Bibliography (note)
- Includes bibliographical references (p. 154-156).
- 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.
- ISBN
- 9810218737 :
- LCCN
- 94035624
- OCLC
- 31242831
- ocm31242831
- Owning Institutions
- Columbia University Libraries