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Modified extended Kalman filtering for supervised learning |
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| Authors: | GUANRONG CHEN HALUK ÖGˇMEN |
| Affiliation: | Department of Electrical Engineering , University of Houston , Houston, TX, 77204-4793, U.S.A |
| Abstract: | We apply the modified extended Kalman filter to develop a learning algorithm for feedforward networks. The resulting algorithm improves the existing extended Kalman filter based scheme in both speed of convergence and accuracy of estimation. |
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