Lakshmivarahan, S. ; Thathachar, M. A. L. (1970) Pattern classification using stochastic approximation techniques IEEE Transactions on Computers, C-19 (7). pp. 649-651. ISSN 0018-9340
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Official URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumb...
Related URL: http://dx.doi.org/10.1109/T-C.1970.222998
Abstract
A nonparametric training procedure capable of processing an arbitrary sequence of patterns based on stochastic approximation techniques is considered. An acceleration scheme based on the adaptive Robbins-Monro procedure to increase the rate of convergence and to make the estimation asymptotically efficient is proposed. This scheme has been applied to the problem of recognition of handwritten characters.
| Item Type: | Article |
|---|---|
| Source: | Copyright of this article belongs to IEEE. |
| ID Code: | 51331 |
| Deposited On: | 28 Jul 2011 11:53 |
| Last Modified: | 28 Jul 2011 11:53 |
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