Multiple types of synchronization analysis for discontinuous Cohen-Grossberg neural networks with time-varying delays

作者：Li, Jiarong; Jiang, Haijun^*; Hu, Cheng; Yu, Zhiyong

来源：Neural Networks, 2018, 99: 101-113.

DOI：10.1016/j.neunet.2017.12.011

• Cohen-Grossberg neural networks
• Discontinuous control
• Adaptive feedback control
• Discontinuous activations

This paper is devoted to the exponential synchronization, finite time synchronization, and fixed-time synchronization of Cohen-Grossberg neural networks (CGNNs) with discontinuous activations and time-varying delays. Discontinuous feedback controller and Novel adaptive feedback controller are designed to realize global exponential synchronization, finite time synchronization and fixed-time synchronization by adjusting the values of the parameters. in the controller. Furthermore, the settling time of the fixed-time synchronization derived in this paper is less conservative and more accurate. Finally, some numerical examples are provided to show the effectiveness and flexibility of the results derived in this paper.

• 出版日期2018-3
• 单位新疆大学