点击次数：

论文类型：期刊论文

发表时间：2016-01-01

发表刊物：JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

收录刊物：SCIE、EI

卷号：353

期号：2

页面范围：345-358

ISSN号：0016-0032

摘要：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. (C) 2015 The Franklin Institute. Published by Elsevier Ltd. All rights reserved.