Title :
Exponential stability of bidirectional associative memory neural networks with distributed delays and impulsive on time scales
Author :
Qin, Zunyue ; Zhang, Chaolong
Author_Institution :
Coll. of Inf. Manage. & Eng., JiShou Univ., Jishou, China
Abstract :
Some sufficient conditions are obtained for the global exponential stability and existence of the periodic solution to the BAM neural networks with distributed delay and impulsive on time scales. By using the Lyapunov functional and some inequality technique, the results can be easily applied in practice.
Keywords :
Lyapunov methods; asymptotic stability; delays; neural nets; BAM neural networks; Lyapunov functional; bidirectional associative memory; distributed delays; exponential stability; inequality technique; time scales; Agriculture; Artificial neural networks; Associative memory; Delay; Equations; Stability criteria; distributed delays; exponential stability; impulsive; neural networks; time scales;
Conference_Titel :
Cognitive Informatics (ICCI), 2010 9th IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-8041-8
DOI :
10.1109/COGINF.2010.5599809
