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Synchronization of inertial complex-valued memristor-based neural networks with time-varying delays

Pan Wang, Xuechen Li, Qianqian Zheng

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Source: Crossref

Published: Jan 1, 2024

DOI: 10.3934/mbe.2024147

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Source abstract

<abstract><p>The synchronization of inertial complex-valued memristor-based neural networks (ICVMNNs) with time-varying delays was explored in the paper with the non-separation and non-reduced approach. Sufficient conditions required for the exponential synchronization of the ICVMNNs were identified with the construction of comprehensive Lyapunov functions and the design of a novel control scheme. The adaptive synchronization was also investigated based on the derived results, which is easier to implement in practice. What's more, a numerical example that verifies the obtained results was presented.</p></abstract>

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