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General Decay Synchronization of Fuzzy Inertial Memristive Neural Networks with Discontinuous Activation Function

Neural Processing Letters, ISSN: 1573-773X, Vol: 55, Issue: 8, Page: 10789-10810
2023
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Article Description

This paper studied the general decay synchronization (GDS) of fuzzy inertial memristive neural networks (FIMNNs) with mixed delays and discontinuous activation function. Firstly, in light of the Filippov regularization method and a few prerequisites, a new Lemma is generated and it is then applied to the issues in this study. Secondly, the GDS of FIMNNs were investigated by devising two distinct nonlinear controllers, and several new criteria for insuring GDS are derived by using inequality transformation and Lyapunov functional method. Lastly, several simulation examples indicate correctness of the conclusion.

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