Back to Search
Start Over
Existence and stability of periodic solution for mixed time-varying delayed neural networks with discontinuous activations.
- Source :
-
Neurocomputing . Jan2014, Vol. 123, p255-265. 11p. - Publication Year :
- 2014
-
Abstract
- Abstract: In this paper, we investigate a class of neural networks with mixed time-varying delays and discontinuous activations, new criteria for the existence and exponential stability of the periodic solution are established by using the Mawhin-like coincidence theorem, M-matrix theory, differential inequality techniques and Lyapunov functional. The obtained results are new and complement previously known results. Finally, we present a numerical example with simulations to demonstrate the effectiveness of the theoretical results. [Copyright &y& Elsevier]
Details
- Language :
- English
- ISSN :
- 09252312
- Volume :
- 123
- Database :
- Academic Search Index
- Journal :
- Neurocomputing
- Publication Type :
- Academic Journal
- Accession number :
- 92873609
- Full Text :
- https://doi.org/10.1016/j.neucom.2013.06.038