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New Developments on Backpropagation Network Training

Songyot SUREERATTANAN, Huynh Ngoc PHIEN

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Summary :

A new algorithm is proposed for improving the convergence of backpropagtion networks. This algorithm is obtained by combining the conjugate gradient method and the Kalman filter algorithm. Simulation results show that the proposed algorithm can perform satisfactorily in all cases considered.

Publication
IEICE TRANSACTIONS on Fundamentals Vol.E83-A No.6 pp.1032-1039
Publication Date
2000/06/25
Publicized
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Type of Manuscript
Special Section PAPER (Special Section of Papers Selected from 1999 International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC'99))
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