Overview

Since 1985, the methods of statistical mechanics have been successfully applied to the theory of neural networks. The current status of the statistical physics of neural networks was reviewed at the workshop upon which this book is based, and propsects for the future examined. Recent interdisciplinary development with related fields such as computational learning theory, statistics, information theory, and nonlinear dynamics are also presented. Key Contributors include S. Amari, H. Sompolinsky, Y. LeCun, I. Kanter, D. Haussler, H. S. Seung, M. Opper, M. Kearns and M. Biehl.

Full Product Details

Author:   Jong Hoon Oh (Pohang Univ Of Sci & Tech, Korea) ,  Sungzoon Cho (Pohang Univ Of Sci & Tech, Korea) ,  Chulan Kwon (Myong Ji Univ, Korea) ,  C.L. Kwon (all of Myong Ji University, Korea)
Publisher:   World Scientific Publishing Co Pte Ltd
Imprint:   World Scientific Publishing Co Pte Ltd
Volume:   1
ISBN:  

9789810223243

ISBN 10:   9810223242
Pages:   344
Publication Date:   01 June 1995
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print  
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