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Exponential Stabilization for Delayed Memristive Neural Networks by Comparison Strategy

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成果类型:
期刊论文
作者:
Wang, Fenglin;Zhao, Jiemei*;Wu, Ning;Li, Yaqin
通讯作者:
Zhao, Jiemei;Li, YQ
作者机构:
[Li, Yaqin; Li, YQ; Wu, Ning; Zhao, Jiemei; Wang, Fenglin] Wuhan Polytech Univ, Sch Math & Comp Sci, Wuhan 430023, Peoples R China.
通讯机构:
[Li, YQ ; Zhao, JM] W
Wuhan Polytech Univ, Sch Math & Comp Sci, Wuhan 430023, Peoples R China.
语种:
英文
关键词:
Delays;Delay effects;State feedback;Adaptive control;Synchronization;Stability criteria;Memristors;Lyapunov methods;Biological neural networks;Switches;Delayed memristive neural networks;exponential stabilization;time-varying delay;Filippov solution;comparison strategy
期刊:
IEEE ACCESS
ISSN:
2169-3536
年:
2025
卷:
13
页码:
89343-89350
基金类别:
Natural Science Foundation of Wuhan (Chenguang Project) (Grant Number: 2024040801020332)
机构署名:
本校为第一且通讯机构
院系归属:
数学与计算机学院
摘要:
This article is concerned with the rth moment global exponential stabilization of delayed memristive neural networks (DMNNs). By using the comparison strategy, the theories of differential inclusion and inequality techniques, the exponential stabilization of DMNNs is investigated. To achieve this purpose, a state feedback controller and an adaptive controller are designed, respectively. The comparison strategy is a new analyzed method without employing Lyapunov stability theory and relaxes the constraint of time delays. In addition, the obtained results are represented by algebraic criteria, w...

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