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

DALKIRAN İ., DALKIRAN F., DANIŞMAN K., KILIÇ R.

IEEE 15th Signal Processing and Communications Applications Conference, Eskişehir, Turkey, 11 - 13 June 2007, pp.684-685 identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Volume:
  • City: Eskişehir
  • Country: Turkey
  • Page Numbers: pp.684-685
  • Erciyes University Affiliated: Yes

Abstract

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.