Title :
Local Stability Analysis of CNNs with Delay and Impulses
Author :
Wang, Jianjun ; Li, Zhonghua
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Leshan Teachers Coll., Leshan, China
Abstract :
This paper investigates the local stability of impulsive CNNs with time-delay. Using Lyapunov functions and a generalized Halanay inequality, several conditions guaranteeing the locally exponential stability of equilibrium of system are established. An example is given to illustrate the effectiveness of our results.
Keywords :
Lyapunov methods; asymptotic stability; cellular neural nets; Lyapunov functions; cellular neural networks; exponential stability; generalized Halanay inequality; local stability analysis; time-delay; Cellular neural networks; Circuit stability; Computational intelligence; Computer science; Computer security; Delay; Educational institutions; Information security; Lyapunov method; Stability analysis;
Conference_Titel :
Computational Intelligence and Security, 2008. CIS '08. International Conference on
Conference_Location :
Suzhou
Print_ISBN :
978-0-7695-3508-1
DOI :
10.1109/CIS.2008.93
