General decay H∞ anti-synchronization of coupled delayed memristive neural networks with hybrid coupling

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Huang, Yanli and Li, W. and Li, A. and Wong, Andy TC (2026) General decay H∞ anti-synchronization of coupled delayed memristive neural networks with hybrid coupling. In: The 38th Chinese Control and Decision Conference, 2026-05-15 - 2026-05-18.

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Abstract

This study addresses the problem of general decay H∞ anti-synchronization (GDHAS) for coupled delayed memristive neural networks (CDMNNs) with hybrid coupling, which is composed of delayed state coupling and time-varying distributed delay coupling. The mathematical model of the considered network and two concepts about ψ-type function and ψ-type anti-synchronization are introduced first. This is followed by a detailed exploration of the definition and property of GDHAS. By constructing a suitable Lyapunov functional and nonlinear controller, a criterion is established to ensure the achievement of GDHAS for CDMNNs with hybrid coupling. Finally, the effectiveness of the results is verified through simulation.

ORCID iDs

Huang, Yanli, Li, W., Li, A. and Wong, Andy TC ORCID logoORCID: https://orcid.org/0000-0001-8942-1984;
CORE (COnnecting REpositories)