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Statistical Physics of Spin Glasses and Information Processing

2001 Computers
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Release : 2001
Genre : Computers
Kind : eBook
Book Rating : 400/5 ( reviews)

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Book Synopsis Statistical Physics of Spin Glasses and Information Processing by : Hidetoshi Nishimori

Download or read book Statistical Physics of Spin Glasses and Information Processing written by Hidetoshi Nishimori. This book was released on 2001. Available in PDF, EPUB and Kindle. Book excerpt: 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 a sound introduction to the field and to the analytical techniques necessary to follow its most recent developments

Statistical Physics of Spin Glasses and Information Processing

2001 Science
Download Statistical Physics of Spin Glasses and Information Processing PDF Online Free

Author :
Release : 2001
Genre : Science
Kind : eBook
Book Rating : 417/5 ( reviews)

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Book Synopsis Statistical Physics of Spin Glasses and Information Processing by : Hidetoshi Nishimori

Download or read book Statistical Physics of Spin Glasses and Information Processing written by Hidetoshi Nishimori. This book was released on 2001. Available in PDF, EPUB and Kindle. Book excerpt: 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.

An Introduction To The Theory Of Spin Glasses And Neural Networks

1995-01-16 Science
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Release : 1995-01-16
Genre : Science
Kind : eBook
Book Rating : 654/5 ( reviews)

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Book Synopsis An Introduction To The Theory Of Spin Glasses And Neural Networks by : V Dotsenko

Download or read book An Introduction To The Theory Of Spin Glasses And Neural Networks written by V Dotsenko. This book was released on 1995-01-16. Available in PDF, EPUB and Kindle. Book excerpt: 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 in general terms. Next, 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.The material here is self-contained and should be accessible to students with a basic knowledge of theoretical physics and statistical mechanics. It has been used for a one-term graduate lecture course at the Landau Institute for Theoretical Physics.

Perspectives on Spin Glasses

2013 Science
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Release : 2013
Genre : Science
Kind : eBook
Book Rating : 347/5 ( reviews)

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Book Synopsis Perspectives on Spin Glasses by : Pierluigi Contucci

Download or read book Perspectives on Spin Glasses written by Pierluigi Contucci. This book was released on 2013. Available in PDF, EPUB and Kindle. Book excerpt: Presenting and developing the theory of spin glasses for mathematical physicists and probabilists working in disordered systems.

Spin Glasses and Complexity

2013-01-15 Mathematics
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Release : 2013-01-15
Genre : Mathematics
Kind : eBook
Book Rating : 337/5 ( reviews)

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Book Synopsis Spin Glasses and Complexity by : Daniel L. Stein

Download or read book Spin Glasses and Complexity written by Daniel L. Stein. This book was released on 2013-01-15. Available in PDF, EPUB and Kindle. Book excerpt: This primer builds the theory of spin glasses, starting with the real physical systems and experiments that inspired the theory.

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