Neural networks : the statistical mechanics perspective : proceedings of the CTP-PBSRI Joint Workshop on Theoretical Physics, POSTECH, Pohang, Korea, 2-4 February 95
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書誌事項
Neural networks : the statistical mechanics perspective : proceedings of the CTP-PBSRI Joint Workshop on Theoretical Physics, POSTECH, Pohang, Korea, 2-4 February 95
（Progress in neural processing, v. 1）
World Scientific, c1995
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内容説明・目次
内容説明
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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