Introduction to the Theory of Spin Glasses and Neural Networks download torrent
Introduction to the Theory of Spin Glasses and Neural Networks download torrent

Introduction to the Theory of Spin Glasses and Neural Networks.cViktor Dotsenko
Introduction to the Theory of Spin Glasses and Neural Networks
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Author: Viktor Dotsenko
Page Count: 150 pages
Published Date: 01 Mar 1995
Publisher: World Scientific Publishing Co Pte Ltd
Publication Country: Singapore, Singapore
Language: English
Type: PDF
ISBN: 9789810218737
File size: 20 Mb
File Name: Introduction.to.the.Theory.of.Spin.Glasses.and.Neural.Networks.pdf
Download Link: Introduction to the Theory of Spin Glasses and Neural Networks
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This title 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 in general terms. Following this, the "magic" of the replica symmetry breaking scheme is demonstrated and the physics behind it discussed. Recent experiments on real spin-glass materials are briefly described to demonstrate how this somewhat abstract physics can be studied in the laboratory. The final chapters of the book are devoted to statistical models of neural networks.

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