University of Hertfordshire

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Original languageEnglish
JournalNeurocomputing
Early online date8 May 2020
DOIs
Publication statusE-pub ahead of print - 8 May 2020

Abstract

This paper investigates the synchronization problem of inertial memristive neural networks (IMNNs) with time-varying delays via event-triggered control (ETC)scheme and state feedback controller for the first time. First, two types of statefeedback controllers are designed; the first type of controller is added to thetransformational first-order system, and the second type of controller is addedto the original second-order system. Next, based on each feedback controller,static event-triggered control (SETC) condition and dynamic event-triggeredcontrol (DETC) condition are presented to significantly reduce the update timesof controller and decrease the computing cost. Then, some sufficient conditionsare given such that synchronization of IMNNs with time-varying delays can beachieved under ETC schemes. Finally, a numerical simulation and some dataanalyses are given to verify the validity of the proposed results.

Notes

© 2020 Elsevier Ltd. All rights reserved. This manuscript is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International Licence http://creativecommons.org/licenses/by-nc-nd/4.0/.

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