The New Complex-Valued Wavelet Neural Network
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.
Keywords: complex-valued
wavelet neural network (CVWNN); complex-valued back propagation (CVBP) algorithm;
XOR
Author: Sufang Li, Mingyan
Jiang
Journal Code: jptkomputergg140084
