Back to Search
Start Over
Stability and Synchronization for Discrete-Time Complex-Valued Neural Networks with Time-Varying Delays.
- Source :
- PLoS ONE; Apr2014, Vol. 9 Issue 4, p1-6, 6p
- Publication Year :
- 2014
-
Abstract
- In this paper, the synchronization problem for a class of discrete-time complex-valued neural networks with time-varying delays is investigated. Compared with the previous work, the time delay and parameters are assumed to be time-varying. By separating the real part and imaginary part, the discrete-time model of complex-valued neural networks is derived. Moreover, by using the complex-valued Lyapunov-Krasovskii functional method and linear matrix inequality as tools, sufficient conditions of the synchronization stability are obtained. In numerical simulation, examples are presented to show the effectiveness of our method. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 9
- Issue :
- 4
- Database :
- Complementary Index
- Journal :
- PLoS ONE
- Publication Type :
- Academic Journal
- Accession number :
- 95818459
- Full Text :
- https://doi.org/10.1371/journal.pone.0093838