Name: Statistical Physics of Spin Glasses and Information Processing: An Introduction (International Series of Monographs on Physics) (en Inglés)
Price: 178510.00 CLP
Availability: InStock
Author: Hidetoshi Nishimori
ISBN: 9780198509417

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

Formato

Libro Físico

Editorial

Oup Oxford

Autor

Hidetoshi Nishimori

Año

2001

Idioma

Inglés

N° páginas

256

Encuadernación

Tapa Blanda

ISBN

0198509413

ISBN13

9780198509417

N° edición

Categorías

Redes neuronales y sistemas difusos

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

Hidetoshi Nishimori (Autor) · Oup Oxford · Tapa Blanda

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Reseña del libro "Statistical Physics of Spin Glasses and Information Processing: An Introduction (International Series of Monographs on Physics) (en Inglés)"

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.