Title :
Uniformly stability of bidirectional associative memory neural networks with impulsive
Author :
Zhang, Chaolong ; Yang, Fengjian ; Yang, Jianfu ; Wu, Dongqing
Author_Institution :
Dept. of Comput. Sci., Zhongkai Univ. of Agric. & Technol., Guangzhou
Abstract :
By using the method of Lyapunov function and analysis technique, a model for bidirectional associative memory with impulsive is studied. Sufficient conditions are obtained for the existence and uniformly stability of a unique equilibrium solution . We can see that impulses do contribute to systempsilas uniformly stability. This stability property is independent of the stability of continuous-time BAM model.
Keywords :
Lyapunov methods; content-addressable storage; neural nets; stability; Lyapunov function; analysis technique; bidirectional associative memory; neural networks; Artificial neural networks; Associative memory; Automation; Hopfield neural networks; Intelligent control; Lyapunov method; Magnesium compounds; Neural networks; Stability analysis; Stability criteria;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4593450
