Prediction of dynamics of chaotic Chua's circuit with artificial neural network

被引：0

作者：

Dalkiran, Ilker ^{[1
]}

Dalkiran, Fatma Y. ^{[2
]}

Danisman, Kenan ^{[1
]}

Kilic, Recai ^{[1
]}

机构：

[1] Erciyes Univ, Fak Elekt Elekt Muh, TR-38039 Kayseri, Turkey

[2] Erciyes Univ, TR-38039 Kayseri, Turkey

来源：

2007 IEEE 15TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS, VOLS 1-3 | 2007年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper prediction of dynamics of chaotic Chua's circuit is made using artificial neural networks (ANN). The required data set to train and test the ANN were obtained with numerical analyzes of state equations of Chua's circuit. It is obviously seen that the predicted dynamics at the out of the ANN are similar with circuit dynamics. Without any necessity to system parameters and initial states which are required for Chua's circuit that presents chaotic behavior, an ANN based chaotic signal generator can be designed using this paper.

引用

页码：684 / +

页数：2

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