Introduction to the Theory of Spin Glasses and Neural Networks

Introduction to the Theory of Spin Glasses and Neural Networks

by Viktor Dotsenko
     
 

Product Details

ISBN-13:
9789810218737
Publisher:
World Scientific Publishing Company, Incorporated
Publication date:
01/28/1995
Series:
World Scientific Notes in Physics Series
Pages:
164
Product dimensions:
6.36(w) x 8.80(h) x 0.56(d)

Table of Contents

Preface
1The Ising Magnetic Systems1
2Physics of the Spin Glass State11
3Replica Method25
4Replica Symmetry Breaking33
5Physics of the Replica Symmetry Breaking43
6Replica Symmetry Breaking Solution Near T[subscript c]51
7Ultrametricity57
8Scaling in the Space of Spin Glass States65
9Experiments77
10Partial Annealing89
11Statistical Models of Neural Networks107
12The Hopfield Model113
13Partial Annealing in Neural Networks121
14Other Kinds of Neural Networks135
15Appendix: Stability of the Replica-Symmetric Solutions145
References154

Read More

Customer Reviews

Average Review:

Write a Review

and post it to your social network

     

Most Helpful Customer Reviews

See all customer reviews >