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Dotsenko V. An Introduction to the Theory of Spin Glasses and Neural Networks

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Dotsenko V. An Introduction to the Theory of Spin Glasses and Neural Networks
World Scientific, 1994. — 159 p.
The Ising Magnetic Systems
Physics of the Spin Glass State
Replica Method
Replica Symmetry Breaking
Physics of the Replica Symmetry Breaking
Replica Symmetry Breaking Solution Near Tc
Scaling in the Space of Spin Glass States
Experiments
Partial Annealing
Statistical Models of Neural Networks
The Hopfield Model
Partial Annealing in Neural Networks
Other Kinds of Neural Networks
Appendix: Stability of the Replica-Symmetric Solutions
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