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Reachable set estimation of delayed second-order memristive neural networks

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成果类型:
期刊论文
作者:
Yi Shen;Jiemei Zhao*;Liqi Yu
通讯作者:
Jiemei Zhao
作者机构:
[Yi Shen; Jiemei Zhao] School of Mathematics and Computer Science, Wuhan Polytechnic University, Wuhan 430023, China
[Liqi Yu] Mathematics Department, East University of Heilongjiang, Harbin 150066, China
通讯机构:
[Jiemei Zhao] S
School of Mathematics and Computer Science, Wuhan Polytechnic University, Wuhan 430023, China
语种:
英文
关键词:
Delayed second-order memristive neural networks;Reachable set;Bounded disturbances;Filippov solution
期刊:
Applied Mathematics and Computation
ISSN:
0096-3003
年:
2025
卷:
484
页码:
128994
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 study is concerned with reachable set bounding of delayed second-order memristive neural networks (SMNNs) with bounded input disturbances. By applying an analytic method, some inequality techniques and an adaptive control strategy, a sufficient condition of reachable set estimation criterion is derived to guarantee that the states of delayed SMNNs are bounded by a compact ellipsoid. A non-reduced order method is employed to investigate the reachable set bounding problem instead of the reduced order method by variable substitution. In addition, the proposed result is presented in algebraic...

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