Title :
Exponential stability of BAM type Cohen-Grossberg neural networks with delays and impulsive on time scales
Author :
Zhang, Chaolong ; Ding, Wensi ; Yang, Fengjian ; Wang, Qian
Author_Institution :
Dept. of Comput. Sci., Zhongkai Univ. of Agric. & Eng., Guangzhou, China
Abstract :
In this paper, we investigate impulsive effects on the stability a class of BAM type Cohen-Grossberg neural networks with delays and impulses. We obtain some sufficient conditions ensuring exponential stability of the impulsive system on time scales. The results extend and improve some recent works for impulsive neural networks as well as non-impulsive neural networks (or on time scales).
Keywords :
asymptotic stability; content-addressable storage; delays; neural nets; BAM type Cohen-Grossberg neural networks; exponential stability; impulsive neural networks; impulsive system; nonimpulsive neural networks; time scales;
Conference_Titel :
Intelligent Control and Information Processing (ICICIP), 2010 International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-7047-1
DOI :
10.1109/ICICIP.2010.5564311