Stabilization of Second-Order Memristive Neural Networks With Mixed Time Delays via Nonreduced Order.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 31056523.
- Also identified by DOI 10.1109/TNNLS.2019.2910125.
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Abstract
In this brief, we investigate a class of second-order memristive neural networks (SMNNs) with mixed time-varying delays. Based on nonsmooth analysis, the Lyapunov stability theory, and adaptive control theory, several new results ensuring global stabilization of the SMNNs are obtained. In addition, compared with the reduced-order method used in the existing research studies, we consider the global stabilization directly from the SMNNs themselves without the reduced-order method. Finally, we give some numerical simulations to show the effectiveness of the results.