Fixed-Time Lag Synchronization Analysis for Delayed Memristor-Based Neural Networks

被引：0
|
作者：
Xiahedan Haliding
Haijun Jiang
Abdujelil Abdurahman
Cheng Hu
机构：
[1] Xinjiang University,College of Mathematics and System Sciences
来源：
Neural Processing Letters | 2020年 / 52卷
关键词：
Memristor; Neural networks; Time delays; Fixed-time lag synchronization;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
In this paper, the fixed-time lag synchronization for a general class of memristor-based neural networks (MNNs) with time delays is considered. Under the extended Filippov-framework theory, some sufficient criteria for fixed-time lag synchronization of delayed MNNs are derived based on the Lyapunov function. Besides, two types of controllers are given to ensure the fixed-time lag synchronization of the corresponding system, while the settling time of synchronization are also estimated. Finally, a numerical example is given to demonstrate the effectiveness of the developed method and the theoretical results.
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页码：485 / 509
页数：24
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