Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
4974323 | Journal of the Franklin Institute | 2016 | 19 Pages |
Abstract
In this paper, the synchronization and module-phase synchronization of complex-valued neural network are studied with sliding mode controllers. Both inner synchronization in the same complex-valued neural network and outer synchronization of two complex-valued networks are considered. By separating the real part and imaginary part, a new complex-valued neural network model is provided and module-phase synchronization is defined. With an equivalent linear controller, sliding mode controllers are designed to get the synchronization and module-phase synchronization theorems. Finally, some numerical simulations are presented to show the robustness and effectiveness of our study.
Related Topics
Physical Sciences and Engineering
Computer Science
Signal Processing
Authors
Zhang Hao, Wang Xing-yuan, Lin Xiao-hui,