General Decay Synchronization of Delayed Complex-valued Neural Networks with Discontinuous Neuron Activations

被引：0
|
作者：
Han, Xiaofang [1 ]
Abdurahman, Abdujelil [1 ]
机构：
[1] Xinjiang Univ, Coll Math & Syst Sci, Xinjiang, Peoples R China
来源：
2023 IEEE 12TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE, DDCLS | 2023年
关键词：
Complex-Valued Neural Network; Discontinuous Activation Function; Time-Varying Delay; General Decay Synchronization; LAG SYNCHRONIZATION;
D O I：
10.1109/DDCLS58216.2023.10166769
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we studied the general decay synchronization control issue for a class of complex-valued neural networks with time-varying delays and discontinuous activation functions. First, the general decay stability lemma for nonlinear systems is introduced. Secondly, based on a new nonlinear feedback controller, some sufficient conditions for the considered system to realize general decay synchronization are established by constructing a suitable Lyapunov-Krasovskii functional. Finally, the feasibility of the obtained results are verified by numerical simulation.
引用
收藏
页码：1099 / 1104
页数：6
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