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International Journal of Systems Science Volume 24, 1993 - Issue 6
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Original Articles

Modified extended Kalman filtering for supervised learning

GUANRONG CHEN Department of Electrical Engineering, University of Houston, Houston, TX, 77204-4793, U.S.A
&
HALUK ÖGˇMEN Department of Electrical Engineering, University of Houston, Houston, TX, 77204-4793, U.S.A
Pages 1207-1214 | Received 29 Aug 1991, Published online: 27 Apr 2007
 
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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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