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Boundedness and Stability for Nonautonomous Bidirectional Associative Neural Networks With Delay.

Authors :
Jiang, Haijun
Teng, Zhidong
Source :
IEEE Transactions on Circuits & Systems. Part II: Express Briefs; Apr2004, Vol. 51 Issue 4, p174-180, 7p
Publication Year :
2004

Abstract

The paper studies the nonautonomous bidirectional associative neural networks systems with time-varying delays. By applying Lyapunov functional method, introducing many parameters, and combining this with the techniques of inequality analysis, a series of criteria of the uniform ultimate boundedness, global exponential stability, and the existence of periodic solutions are obtained. The results obtained in this paper are new and useful. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
15497747
Volume :
51
Issue :
4
Database :
Complementary Index
Journal :
IEEE Transactions on Circuits & Systems. Part II: Express Briefs
Publication Type :
Academic Journal
Accession number :
13264003
Full Text :
https://doi.org/10.1109/TCSII.2004.824065