An Introduction to the Theory of Spin Glasses and Neural Networks

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 ultrametricity 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.