Acta Optica Sinica, Volume. 16, Issue 5, 651(1996)
Chaos Speedup Feedforward Neural Network Identification of Chaotic Optical Systems
The identification of the chaotic optical system with BP feedforward neural network supported by a modified BP algorithm is suggested. The feasibility of this suggestion was demonstrated with computer simulation of the identification of the Bragg acoustooptic bistable & chaotic system. The computer simulation result shows that, the three layers foreward neural network, if trained with the chaos speedup BP algorithm, is indeed a fine identifier with less training iterations than usual. Thus it could be used to reconstruct the dynamics of the chaotic optical system with its output time series very efficiently.
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[in Chinese], [in Chinese], [in Chinese], [in Chinese]. Chaos Speedup Feedforward Neural Network Identification of Chaotic Optical Systems[J]. Acta Optica Sinica, 1996, 16(5): 651