Title :
Global exponential stability and existence of periodic solution of hopfield-type neural networks with distributed delays and impulsive on time scales
Author :
Zhang, Chaolong ; Wang, Qiru ; Yang, Fengjian ; Li, Wei
Author_Institution :
Dept. of Comput. Sci., Zhongkai Univ. of Agric. & Eng., Guangzhou, China
Abstract :
In this paper, a Hopfield-type neural network with distributed delays and impulses are investigated. Some sufficient conditions are obtained for the global exponential stability and existence of the periodic solution to the Hopfield-type neural networks with distributed delay and impulsive on time scales.
Keywords :
Hopfield neural nets; asymptotic stability; delays; Hopfield-type neural networks; distributed delays; global exponential stability; time scales; Artificial neural networks; Associative memory; Delay; Equations; Lyapunov method; Stability criteria; distributed delay; neural network; time scales;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5554553
