Statistical Mechanics of Neural Networks /

This book highlights a comprehensive introduction to the fundamental statistical mechanics underneath the inner workings of neural networks. The book discusses in details important concepts and techniques including the cavity method, the mean-field theory, replica techniques, the Nishimori condition...

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Bibliographic Details

Main Author:	Huang, Haiping (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Singapore : Springer Singapore : Imprint: Springer, 2021.
Edition:	1st ed. 2021.
Subjects:	Statistical Physics. Neural networks (Computer science) . Statistical Mechanics. Computational intelligence. Artificial intelligence. Mathematical Models of Cognitive Processes and Neural Networks. Computational Intelligence. Artificial Intelligence. Electronic books.
Online Access:	Connect to the full text of this electronic book