版权说明 操作指南
首页 > 成果 > 详情

An Improved Finite-Time and Fixed-Time Stable Synchronization of Coupled Discontinuous Neural Networks

认领
导出
Link by DOI
反馈
分享
QQ微信 微博
成果类型:
期刊论文
作者:
Xiao, Qizhen;Liu, Hongliang*;Wang, Yinkun
通讯作者:
Liu, Hongliang
作者机构:
[Xiao, Qizhen; Liu, Hongliang] Univ South China, Sch Math & Phys, Hengyang 421001, Peoples R China.
[Wang, Yinkun] Natl Univ Def Technol, Dept Math, Changsha 410073, Hunan, Peoples R China.
通讯机构:
[Liu, Hongliang] U
Univ South China, Sch Math & Phys, Hengyang 421001, Peoples R China.
语种:
英文
关键词:
Asymptotic stability;Biological neural networks;Complex networks;Discontinuous neural network;finite-time stability;fixed-time synchronization;high-precise settling time.;Lyapunov methods;Numerical stability;Stability criteria;Synchronization
期刊:
IEEE Transactions on Neural Networks and Learning Systems
ISSN:
2162-237X
年:
2021
卷:
34
期:
7
页码:
3516-3526
基金类别:
10.13039/501100004735-Natural Science Foundation of Hunan Province (Grant Number: 2020JJ6003) 10.13039/100009377-Scientific Research Fund of Hunan Provincial Education Department (Grant Number: 20A425) 10.13039/501100007085-Fund of National University of Defense Technology (NUDE) (Grant Number: ZK19-19)
机构署名:
本校为第一且通讯机构
院系归属:
数理学院
摘要:
This article focuses on the finite-time and fixed-time synchronization of a class of coupled discontinuous neural networks, which can be viewed as a combination of the Hindmarsh-Rose model and the Kuramoto model. To this end, under the framework of Filippov solution, a new finite-time and fixed-time stable theorem is established for nonlinear systems whose right-hand sides may be discontinuous. Moreover, the high-precise settling time is given. Furthermore, by designing a discontinuous control law and using the theory of differential inclusions, some new sufficient conditions are derived to gu...

反馈

验证码:
看不清楚,换一个
确定
取消

成果认领

标题:
用户 作者 通讯作者
请选择
请选择
确定
取消

提示

该栏目需要登录且有访问权限才可以访问

如果您有访问权限,请直接 登录访问

如果您没有访问权限,请联系管理员申请开通

管理员联系邮箱:yun@hnwdkj.com