Title :
Exponential Stability of Bidirectional Associative Memory Neural Networks with Distributed Delays on Time Scales
Author :
Zhang, Chaolong ; Ding, Wensi ; Yang, Fengjian ; Li, Wei
Author_Institution :
Dept. of Comput. Sci., Zhongkai Univ. of Agric. & Eng., Guangzhou, China
Abstract :
By using the Lyapunov functional and some inequality technique, some sufficient conditions are obtained for the global exponential stability and existence of the periodic solution to the BAM neural networks with distributed delays on time scales. In fact, the results can be easily applied in practice.
Keywords :
Lyapunov methods; asymptotic stability; delays; neural nets; Lyapunov function; bidirectional associative memory; distributed delay; exponential stability; inequality technique; neural network; time scale; Agriculture; Artificial neural networks; Associative memory; Delay; Equations; Fractals; Stability analysis; distributed delays; impulsive; neural networks; time scales;
Conference_Titel :
Electronic Commerce and Security (ISECS), 2010 Third International Symposium on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-4244-8231-3
Electronic_ISBN :
978-1-4244-8231-3
DOI :
10.1109/ISECS.2010.83
