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Mathematical Aspects of Spin Glasses and Neural Networks
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Catalogue Information
Field name
Details
Dewey Class
519
Title
Mathematical Aspects of Spin Glasses and Neural Networks ([EBook] /) / edited by Anton Bovier, Pierre Picco.
Added Personal Name
Bovier, Anton
editor.
Picco, Pierre
editor.
Other name(s)
SpringerLink (Online service)
Publication
Boston, MA : : Birkhäuser Boston, , 1998.
Physical Details
VIII, 382 p. : online resource.
Series
Progress in probability
; 41
ISBN
9781461241027
Contents note
1: Statics -- 1.1 Mean Field Models -- Hopfield Models as Generalized Random Mean Field Models -- The Martingale Method for Mean-Field Disordered Systems at High Temperature -- On the Central Limit Theorem for the Overlap in the Hopfield Model -- Limiting Behavior of Random Gibbs Measures: Metastates in Some Disordered Mean Field Models -- On the Storage Capacity of the Hopfield Model -- 1.2 Lattice Models -- Typical Profiles of the Kac-Hopfield Model -- Thermodynamic Chaos and the Structure of Short-Range Spin Glasses -- Random Spin Systems with Long-Range Interactions -- 2: Dynamics -- Langevin Dynamics for Sherrington-Kirkpatrick Spin Glasses -- Sherrington-Kirkpatrick Spin-Glass Dynamics Part II: The Discrete Setting.
System details note
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site
http://dx.doi.org/10.1007/978-1-4612-4102-7
Links to Related Works
Subject References:
Applications of Mathematics
.
Applied mathematics
.
Combinatorics
.
Dynamical Systems
.
Engineering mathematics
.
Mathematical Methods in Physics
.
Mathematics
.
Phase Transitions and Multiphase Systems
.
Phase transitions (Statistical physics)
.
Physics
.
Statistical Physics
.
Statistical Physics, Dynamical Systems and Complexity
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Authors:
Bovier, Anton
.
Picco, Pierre
.
Corporate Authors:
SpringerLink (Online service)
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Series:
Progress in probability
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Classification:
519
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519 (DDC 22)
.
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