沉降时间
同步(交流)
控制理论(社会学)
人工神经网络
有界函数
计算机科学
控制器(灌溉)
混沌同步
数学
控制(管理)
拓扑(电路)
控制工程
工程类
人工智能
数学分析
阶跃响应
组合数学
生物
农学
作者
Shuqing Gong,Zhenyuan Guo,Shiping Wen,Tingwen Huang
出处
期刊:IEEE transactions on cybernetics
[Institute of Electrical and Electronics Engineers]
日期:2021-06-01
卷期号:51 (6): 2944-2955
被引量:58
标识
DOI:10.1109/tcyb.2019.2953236
摘要
This article is devoted to analyzing the finite-time and fixed-time synchronization of coupled memristive neural networks with time delays. The synchronization is leaderless rather than leader-follower as the tracking targets are uncertain. By designing a proper controller and using the Lyapunov method, several sufficient conditions are obtained to achieve the finite-time and fixed-time synchronization of coupled memristive neural networks by introducing a class of special auxiliary matrices. Moreover, the settling times can be estimated for finite-time synchronization that depends on the initial values as well as fixed-time synchronization that is uniformly bounded for any initial values. Finally, two examples are presented to substantiate the effectiveness of the theoretical results.
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