Back to Search Start Over

Existence and global exponential stability of a periodic solution to interval general bidirectional associative memory (BAM) neural networks with multiple delays on time scales

Authors :
Zhang, Zhengqiu
Liu, Kaiyu
Source :
Neural Networks. Jun2011, Vol. 24 Issue 5, p427-439. 13p.
Publication Year :
2011

Abstract

Abstract: In this paper, we first investigate the existence of a periodic solution to interval general bidirectional associative memory (BAM) neural networks with multiple delays on time scales by the continuation theorem of coincidence degree theory. Then, by constructing a Lyapunov functional, we discuss the global exponential stability of the periodic solution for such neural networks on time scales. The paper unifies periodic discrete-time and continuous-time BAM neural networks under the same framework. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
08936080
Volume :
24
Issue :
5
Database :
Academic Search Index
Journal :
Neural Networks
Publication Type :
Academic Journal
Accession number :
59926475
Full Text :
https://doi.org/10.1016/j.neunet.2011.02.001