Statistical Physics of Spin Glasses and Information Processing: An Introduction (International Series of Monographs on Physics)

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9780198509400: Statistical Physics of Spin Glasses and Information Processing: An Introduction (International Series of Monographs on Physics)
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Spin glasses are magnetic materials. Statistical mechanics, a subfield of physics, has been a powerful tool to theoretically analyze various unique properties of spin glasses. This book is one of the first publications in the theoretically analyze various unique properties of spi interdisciplinary field. It provides readers with a sound introduction to the field and to the analytical techniques necessary to follow its most recent developments.

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About the Author:

Professor Hidetoshi Nishimori, Department of Physics, Tokyo Institute of Technology, Oh-okayama, Meguro-ku, Tokyo 152-8551, Japan

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"Assuming only general knowledge of statistical mechanics and basic probability theory, Nishimori (physics, Tokyo Institute of Technology, Japan) reviews recent developments in error-correcting codes, image restoration, neural networks, and optimization problems. He provides a unified viewpoint traversing several different research fields with the replica methods as the common language, which emerged from the spin glass theory. The spin glass theory itself is addressed in the first part, followed by statistical-mechanical approaches to information processing problems."--SciTech Book News


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Book Description Oxford University Press, United Kingdom, 2001. Hardback. Condition: New. Language: English. Brand new Book. 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, these techniques have turned out to offer new tools and viewpoints for the understanding of information processing problems, including neural networks, error-correcting codes, imagerestoration, and optimization problems. This book is one of the first publications of the past ten years that 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 basicprobability theory. It provides the reader with a sound introduction to the field and to the analytical techniques necessary to follow its most recent developments. Seller Inventory # APC9780198509400

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Book Description Oxford University Press, United Kingdom, 2001. Hardback. Condition: New. Language: English. Brand new Book. 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, these techniques have turned out to offer new tools and viewpoints for the understanding of information processing problems, including neural networks, error-correcting codes, imagerestoration, and optimization problems. This book is one of the first publications of the past ten years that 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 basicprobability theory. It provides the reader with a sound introduction to the field and to the analytical techniques necessary to follow its most recent developments. Seller Inventory # APC9780198509400

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Book Description OUP Oxford. Hardcover. Condition: New. 256 pages. Dimensions: 9.3in. x 6.3in. x 0.7in.Spin glasses are magnetic materials. Statistical mechanics, a subfield of physics, has been a powerful tool to theoretically analyze various unique properties of spin glasses. This book is one of the first publications in the theoretically analyze various unique properties of spi interdisciplinary field. It provides readers with a sound introduction to the field and to the analytical techniques necessary to follow its most recent developments. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. Hardcover. Seller Inventory # 9780198509400

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