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

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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 ne tworks 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.Format: HardcoverNo of Pages: 344Imprint: World ScientificPublication date: 19950601Series: Progress In Neural Processing Show more