DocumentCode
3039841
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
fYear
2011
fDate
26-28 July 2011
Firstpage
2114
Lastpage
2117
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location
Hangzhou
Print_ISBN
978-1-61284-771-9
Type
conf
DOI
10.1109/ICMT.2011.6002556
Filename
6002556
Link To Document