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New results on finite-/fixed-time synchronization of delayed diffusive fuzzy HNNs with discontinuous activations

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成果类型:
期刊论文
作者:
Duan, Lian;Shi, Min;Huang, Lihong
通讯作者:
Duan, Lian(lianduan0906@163.com)
作者机构:
[Duan, Lian; Shi, Min] Anhui Univ Sci & Technol, Sch Math & Big Data, Huainan 232001, Anhui, Peoples R China.
[Huang, Lihong] Changsha Univ Sci & Technol, Sch Math & Stat, Changsha 410114, Hunan, Peoples R China.
[Huang, Lihong] Hunan Prov Key Lab Math Modeling & Anal Engn, Changsha 410114, Hunan, Peoples R China.
通讯机构:
[Lian Duan] S
School of Mathematics and Big Data, Anhui University of Science and Technology, Huainan, Anhui 232001, PR China
语种:
英文
关键词:
Discontinuous activation;Finite-/fixed-time synchronization;Fuzzy Hopfield neural network;Reaction-diffusion
期刊:
Fuzzy Sets and Systems
ISSN:
0165-0114
年:
2021
卷:
416
页码:
141-151
基金类别:
National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [11701007, 11771059]; Study Abroad Project of Ministry of Science and Technology of China [P193999002]; Natural Science Foundation of Anhui ProvinceNatural Science Foundation of Anhui Province [1808085QA01]; China Postdoctoral Science FoundationChina Postdoctoral Science Foundation [2018M640579]; Postdoctoral Science Foundation of Anhui Province [2019B329]; Innovation Foundation for Postgraduate of AUST [2019CX2067]
机构署名:
本校为其他机构
院系归属:
数学与统计学院
摘要:
In this paper, the problem of finite-/fixed-time synchronization (FFTS) is studied for delayed diffusive Hopfield neural networks. By employing Filippov regularization approaches, inequality techniques and a generalized finite-/fixed-time stability theorem, a novel state feedback controller is designed to realize the FFTS of the considered network model. The obtained theoretical results generalize and improve existing ones in the literature. Finally, a numerical example is presented to show the eff...

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