Neural Networks: The Statistical Mechanics Perspective - Proceedings Of The Ctp-pbsri Joint Workshop On Theoretical Physics 1
bokomslag Neural Networks: The Statistical Mechanics Perspective - Proceedings Of The Ctp-pbsri Joint Workshop On Theoretical Physics
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Neural Networks: The Statistical Mechanics Perspective - Proceedings Of The Ctp-pbsri Joint Workshop On Theoretical Physics

Kwon Cho Kwon Jong-Hoon Oh • Jong Hoon Oh • Sungzoon Cho • Chulan Kwon

Inbunden

2569:-

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  • 344 sidor
  • 1995
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.
  • Författare: Kwon Cho Kwon Jong-Hoon Oh, Jong Hoon Oh, Sungzoon Cho, Chulan Kwon
  • Format: Inbunden
  • ISBN: 9789810223243
  • Språk: Engelska
  • Antal sidor: 344
  • Utgivningsdatum: 1995-06-01
  • Förlag: World Scientific Publishing Co Pte Ltd

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