Statistical Physics of Spin Glasses and Information Processing

This book PDF is perfect for those who love Science genre, written by Hidetoshi Nishimori and published by Clarendon Press which was released on 01 May 2024 with total hardcover pages 260. You could read this book directly on your devices with pdf, epub and kindle format, check detail and related Statistical Physics of Spin Glasses and Information Processing books below.

Statistical Physics of Spin Glasses and Information Processing
Statistical Physics of Spin Glasses and Information Processing
Author : Hidetoshi Nishimori
File Size : 50,7 Mb
Publisher : Clarendon Press
Language : English
Release Date : 01 May 2024
ISBN : 0198509413
Pages : 260 pages
Get Book

Statistical Physics of Spin Glasses and Information Processing by Hidetoshi Nishimori Book PDF Summary

Spin glasses are magnetic materials. Statistical mechanics, a subfield of physics, has been a powerful tool to theoretically analyse various unique properties of spin glasses. A number of new analytical techniques have been developed to establish a theory of spin glasses. Surprisingly, thesetechniques have turned out to offer new tools and viewpoints for the understanding of information processing problems, including neural networks, error-correcting codes, image restoration, and optimization problems. This book is one of the first publications of the past ten years that provide abroad overview of this interdisciplinary field. Most of the book is written in a self-contained manner, assuming only a general knowledge of statistical mechanics and basic probability theory. It provides the reader with a sound introduction to the field and to the analytical techniques necessary tofollow its most recent developments.

Statistical Physics of Spin Glasses and Information Processing

Statistical Physics of Spin Glasses and Information Processing by Hidetoshi Nishimori

Spin glasses are magnetic materials. Statistical mechanics, a subfield of physics, has been a powerful tool to theoretically analyse various unique properties of spin glasses. A number of new analytical techniques have been developed to establish a theory of spin glasses. Surprisingly, thesetechniques have turned out to offer new tools

Get Book
Statistical Physics of Spin Glasses and Information Processing

Statistical Physics of Spin Glasses and Information Processing by Hidetoshi Nishimori

This superb new book is one of the first publications in recent years to provide a broad overview of this interdisciplinary field. Most of the book is written in a self contained manner, assuming only a general knowledge of statistical mechanics and basic probabilty theory . It provides the reader with

Get Book
An Introduction to the Theory of Spin Glasses and Neural Networks

An Introduction to the Theory of Spin Glasses and Neural Networks by V Dotsenko

This book aims to describe in simple terms the new area of statistical mechanics known as spin-glasses, encompassing systems in which quenched disorder is the dominant factor. The book begins with a non-mathematical explanation of the problem, and the modern understanding of the physics of the spin-glass state is formulated

Get Book
Perspectives on Spin Glasses

Perspectives on Spin Glasses by Pierluigi Contucci,Cristian Giardinà

Presenting and developing the theory of spin glasses for mathematical physicists and probabilists working in disordered systems.

Get Book
Random Fields and Spin Glasses

Random Fields and Spin Glasses by Cirano De Dominicis,Irene Giardina

Disordered magnetic systems enjoy non-trivial properties which are different and richer than those observed in their pure, non-disordered counterparts. These properties dramatically affect the thermodynamic behaviour and require specific theoretical treatment. This book deals with the theory of magnetic systems in the presence of frozen disorder, in particular paradigmatic and

Get Book
Sojourns in Probability Theory and Statistical Physics I

Sojourns in Probability Theory and Statistical Physics I by Vladas Sidoravicius

Charles M. (Chuck) Newman has been a leader in Probability Theory and Statistical Physics for nearly half a century. This three-volume set is a celebration of the far-reaching scientific impact of his work. It consists of articles by Chuck’s collaborators and colleagues across a number of the fields to

Get Book
Spin Glasses

Spin Glasses by K. H. Fischer,J. A. Hertz

A comprehensive account of the theory, experimental work and computer modelling of spin glasses.

Get Book
Spin Glasses A Challenge for Mathematicians

Spin Glasses A Challenge for Mathematicians by Michel Talagrand

In the eighties, a group of theoretical physicists introduced several models for certain disordered systems, called "spin glasses". These models are simple and rather canonical random structures, that physicists studied by non-rigorous methods. They predicted spectacular behaviors, previously unknown in probability theory. They believe these behaviors occur in many models

Get Book