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Statistical Physics of Spin Glasses and Information Processing: An Introduction (International Series of Monographs on Physics)
Hidetoshi Nishimori (Author)
·
Oup Oxford
· Paperback
Statistical Physics of Spin Glasses and Information Processing: An Introduction (International Series of Monographs on Physics) - Hidetoshi Nishimori
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Synopsis "Statistical Physics of Spin Glasses and Information Processing: An Introduction (International Series of Monographs on Physics)"
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, image restoration, 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 basic probability theory. It provides the reader with a sound introduction to the field and to the analytical techniques necessary to follow its most recent developments.
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All books in our catalog are Original.
The book is written in English.
The binding of this edition is Paperback.
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