Title :
Periodic dynamics of impulsive nonautonomous cellular neural networks with time delay
Author :
Abdurahman, Abdujelil ; Haijun Jiang
Author_Institution :
Coll. of Math. & Syst. Sci., Xinjiang Univ., Urumqi, China
Abstract :
In this paper, by using Brower fixed theorem and analysis technique, the existence and exponential stability of periodic solution are investigated for impulsive recurrent neural networks with periodic coefficients and time delays. An example with numerical simulations is given to illustrate our results.
Keywords :
asymptotic stability; delays; numerical analysis; recurrent neural nets; Brower fixed theorem; exponential stability; impulsive nonautonomous cellular neural networks; impulsive recurrent neural networks; numerical simulations; periodic coefficients; periodic dynamics; periodic solution; time delay; Cellular neural networks; Control theory; Delay effects; Delays; Stability analysis; Cellular networks; Exponential stability; Impulsive; Periodic solution;
Conference_Titel :
Control Conference (CCC), 2013 32nd Chinese
Conference_Location :
Xi´an
