Title :
Exponential stability of Cohen-Grossberg neural network with time-delays and variable coefficient
Author :
Liu, Yang ; Yang, Jun
Author_Institution :
Coll. of Sci., Yanshan Univ., Qinhuangdao, China
Abstract :
A model describing exponential stability of Cohen-Grossberg neural network with time-delays and variable coefficient is considered by means of Lyapunov functionals and analysis technique of differential inequality. Some sufficient conditions for existence and exponential are given. In the process of proof, we extend the limitation of Lyapunov function and make the result more general. So we expand some results.
Keywords :
Lyapunov methods; asymptotic stability; delays; neural nets; Cohen-Grossberg neural network; Lyapunov functionals; differential inequality analysis technique; exponential stability; time-delays; variable coefficient; Asymptotic stability; Biological neural networks; Delay; Differential equations; Lyapunov methods; Stability analysis; Thermal stability; Cohen-Grossberg neural network with time-delays; Lyapunov function; exponential stability;
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
DOI :
10.1109/ICMT.2011.6002556
