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All Journal TELKOMNIKA (Telecommunication Computing Electronics and Control) Indonesian Journal of Electrical Engineering and Computer Science
Mingyan Jiang
Shandong University
Computer Science & IT

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Journal : TELKOMNIKA (Telecommunication Computing Electronics and Control)

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The New Complex-Valued Wavelet Neural Network Sufang Li; Mingyan Jiang
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 12, No 3: September 2014
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v12i3.95

Abstract

A new complex-valued wavelet neural network is proposed in this paper, by introducing a modified complex-valued back propagation algorithm, in which a new error function is to be minimized by the algorithm. The improvement performance is further confirmed by the simulation results, which show that the modified algorithm is simpler than the conventional algorithm, and has better convergence, better stability and faster running speed.
Co-Authors Dongfeng Yuan Sufang Li Xiao Xie Yaou Zhao