DocumentCode
2485441
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
fYear
2008
fDate
25-27 June 2008
Firstpage
3299
Lastpage
3303
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/WCICA.2008.4593450
Filename
4593450
Link To Document