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The present book provides the reader with a general perspective of an interdisciplinary field between statistical physics and information sciences/engineering. It is virtually the only book on the subject, except for a collection of papers published fourteen years ago. The field is expanding quite rapidly, and this self-contained presentation may be expected to acquire a wide audience in physics and engineering.
This text investigates the mathematical and physical intersections between spin glass theory and information processing systems. Author Hidetoshi Nishimori, a recognized expert in condensed matter physics, utilizes the framework of statistical mechanics to explain how disordered systems relate to error-correcting codes and neural networks. By bridging the gap between physics and engineering, the book provides a rigorous foundation for understanding complex information systems through the lens of thermodynamic equilibrium and phase transitions.
What You Will Find
Experts identify this work as a foundational text that bridges the gap between theoretical physics and modern information engineering. Readers frequently note the technical density of the prose, which requires a strong background in statistical mechanics and advanced mathematics to fully comprehend the presented models.
Page Count:
256
Publication Date:
2001-09-27
Publisher:
Clarendon Press
ISBN-10:
0198509413
ISBN-13:
9780198509417
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