Back to Search
Start Over
Dynamics of neural networks with variable coefficients and time-varying delays
- Source :
-
Neural Networks . Jun2006, Vol. 19 Issue 5, p676-683. 8p. - Publication Year :
- 2006
-
Abstract
- Abstract: This paper studies the general neural networks dynamical systems with variable coefficients and time-varying delays. By applying the Young inequality technique, Dini derivative and introducing many real parameters, and estimating the upper bound of solutions of the system, a series of new and useful criteria on the boundedness, global exponential stability and the existence and global exponential stability of the periodic solutions are established. Particularly, when the system degenerates into the autonomous case, the new criteria on the existence, uniqueness and global exponential stability of the equilibrium points are obtained. The results obtained in this paper extend and generalize the corresponding results existing in previous literature. [Copyright &y& Elsevier]
- Subjects :
- *ARTIFICIAL neural networks
*EQUILIBRIUM
*NEURAL circuitry
*ELECTROPHYSIOLOGY
Subjects
Details
- Language :
- English
- ISSN :
- 08936080
- Volume :
- 19
- Issue :
- 5
- Database :
- Academic Search Index
- Journal :
- Neural Networks
- Publication Type :
- Academic Journal
- Accession number :
- 21575824
- Full Text :
- https://doi.org/10.1016/j.neunet.2005.06.050