Title :
Global exponential stability of fuzzy BAM neural networks with time delays
Author :
Wang, Fen ; Wu, Huaiyu ; Li, Linna
Author_Institution :
Hubei Province Key Lab. of Syst. Sci., Wuhan Univ. of Sci. & Technol., Wuhan, China
Abstract :
This paper is concerned with the global exponential stability of fuzzy BAM neural networks with time delays. Based on the Lyapunov functional and inequality technique, the sufficient criteria are obtained in terms of M matrix. A numerical example is provided to illustrate the effectiveness of our results.
Keywords :
Lyapunov matrix equations; asymptotic stability; biology computing; brain; delays; fuzzy neural nets; Lyapunov functional inequality technique; M matrix; bidirectional associative memory; fuzzy BAM neural networks; global exponential stability; time delay; Asymptotic stability; Biological neural networks; Delay effects; Educational institutions; Stability criteria; fuzzy; neural networks; stability;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9351-7
DOI :
10.1109/BMEI.2011.6098741
