Mathematical Aspects of Spin Glasses and Neural Networks

Name: Mathematical Aspects of Spin Glasses and Neural Networks
SKU: 20768331
Price: 139.99 AUD
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Paperback / softback

Series:

Progress in Probability

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Description

Table of Contents

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.

Release date Australia

February 25th, 2012

Author

Audience

Professional & Vocational

Illustrations

VIII, 382 p.

Pages

382

Series

Progress in Probability

Dimensions

156x234x20

ISBN-13

9781461286530

Product ID

20768331

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