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Neural Networks The Statistical Mechanics Perspective Proceedings of the Ctp Pbsri Joint Worksho

by [Ctp-Pbsri Joint Workshop on Theoretical Physics, Kwon, Chulan, Oh, Jong-Hoon, Cho, Sungzoon, Soul Taehakkyo Chayon Kwahak Taehak Pusol Iron Mullihak Yonguso, Pohang Kongkwa Taehak (Korea) Kicho Kwahak Yonguso]

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Description

In the past decade, 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 this workshop and prospects for the future examined. Recent interdisciplinary developments involving related fields such as computational learning theory, statistics, information theory, and nonlinear dynamics were also presented. These proceedings include contributions by S Amari, H Sompolinsky, Y LeCun, I Kanter, D Haussler, H S Seung, M Opper, M Kearns and M Biehl.

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Product Details

  • World Scientific Pub Co I Brand
  • Jun 1, 1995 Pub Date:
  • 9789810223243 ISBN-13:
  • 9810223242 ISBN-10:
  • 344.0 pages Hardcover
  • English Language
  • 8.75 in * 1 in * 6.25 in Dimensions:
  • 1 lb Weight: