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Mathematical aspects of spin classes and neural networks. (English) Zbl 0881.00017

Progress in Probability. 41. Boston, MA: Birkhäuser. viii, 382 p. (1998).

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The articles of this volume will be reviewed individually.
Indexed articles:
Bovier, Anton; Gayrard, Véronique, Hopfield models as generalized random mean field models, 3-89 [Zbl 0899.60087]
Comets, Francis, The martingale method for mean-field disordered systems at high temperature, 91-113 [Zbl 0896.60080]
Gentz, Barbara, On the central limit theorem for the overlap in the Hopfield model, 115-149 [Zbl 0896.60012]
Külske, C., Limiting behavior of random Gibbs measures: Metastates in some disordered mean field models, 151-160 [Zbl 0896.60081]
Löwe, Matthias, On the storage capacity of the Hopfield model, 161-183 [Zbl 0896.60082]
Bovier, A.; Gayrard, V.; Picco, P., Typical profiles of the Kac-Hopfield model, 187-241 [Zbl 0899.60086]
Newman, Charles M.; Stein, Daniel L., Thermodynamic chaos and the structure of short-range spin glasses, 243-287 [Zbl 0896.60078]
Zegarlinski, Bogusław, Random spin systems with long-range interactions, 289-320 [Zbl 0898.60098]
Ben Arous, Gerard; Guionnet, Alice, Langevin dynamics for Sherrington-Kirkpatrick spin glasses, 323-353 [Zbl 0899.60089]
Grunwald, M., Sherrington-Kirkpatrick spin-glass dynamics. II: The discrete setting, 355-382 [Zbl 0899.60090]

MSC:

00B15 Collections of articles of miscellaneous specific interest
60-06 Proceedings, conferences, collections, etc. pertaining to probability theory
82-06 Proceedings, conferences, collections, etc. pertaining to statistical mechanics
68T05 Learning and adaptive systems in artificial intelligence
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