Neural Networks: The Statistical Mechanics Perspective - Proceedings Of The Ctp-pbsri Joint Workshop On Theoretical Physics
Seiten
1995
World Scientific Publishing Co Pte Ltd (Verlag)
978-981-02-2324-3 (ISBN)
World Scientific Publishing Co Pte Ltd (Verlag)
978-981-02-2324-3 (ISBN)
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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 prospects for the future examined.
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.
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.
| Erscheint lt. Verlag | 1.6.1995 |
|---|---|
| Reihe/Serie | Progress In Neural Processing ; 1 |
| Verlagsort | Singapore |
| Sprache | englisch |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Naturwissenschaften ► Physik / Astronomie ► Thermodynamik | |
| ISBN-10 | 981-02-2324-2 / 9810223242 |
| ISBN-13 | 978-981-02-2324-3 / 9789810223243 |
| Zustand | Neuware |
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