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Mathematical Aspects of Spin Glasses and Neural Networks

Mathematical Aspects of Spin Glasses and Neural Networks
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
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