Washout filter-based chaotic control in a neural network with uncertain time delays

Author

Zhou, Shangbo ; Liao, Liaofeng ; Wu, Zhongfu ; Li, Hua

Author_Institution

Dept. of Comput. Sci. & Eng., Chongqing Univ., China

Volume

2

fYear

2005

Lastpage

963

Abstract

The washout filter is a simple filter and easy to be designed. A control system based on the washout-filter can keep the stability point of the system unchanged. Time delays affect the behavior of a dynamic system significantly. Chaos has been found in the simplest time-delayed neural network system consisting of even one neuron. In this paper, we illustrate chaos in an uncertain time-delayed neural network system consisting of one neuron by estimating its largest Lyapunov exponent, a chaos control system based washout-filter is proposed, and the stability of the control system is analyzed. The bifurcation diagram of the control system is given.

Keywords

Lyapunov methods; bifurcation; chaos; delay estimation; neurocontrollers; stability; uncertain systems; bifurcation diagram; chaotic control; dynamic system; largest Lyapunov exponent; neural network; stability point; time delays; uncertain time delays; washout filter; Bifurcation; Chaos; Control systems; Delay effects; Equations; Filters; Intelligent networks; Neural networks; Neurons; Stability;

fLanguage

English

Publisher

ieee

Conference_Titel

Communications, Circuits and Systems, 2005. Proceedings. 2005 International Conference on

Print_ISBN

0-7803-9015-6

Type

conf

DOI

10.1109/ICCCAS.2005.1495267

Filename

1495267