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