| Neural Networks: The Statistical Mechanics Perspective - Proceedings of the Ctp-Pbsri Joint Workshop on Theoretical Physics Contributor(s): Oh, Jong Hoon (Editor), Cho, Sungzoon (Editor), Kwon, Chulan (Editor) |
|
 |
ISBN: 9810223242 ISBN-13: 9789810223243 Publisher: World Scientific Publishing Company OUR PRICE: $117.80 Product Type: Hardcover Published: June 1995 |
| Additional Information |
| BISAC Categories: - Computers | Intelligence (ai) & Semantics |
| Dewey: 006.3 |
| LCCN: 95225605 |
| Series: Progress in Neural Processing |
| Physical Information: 344 pages |
| Descriptions, Reviews, Etc. |
| Publisher 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. |