Gunasekaran, D (2022) Event-triggered impulsive control design for synchronization of inertial neural networks with time delays. Neurocomputing, 483. pp. 322-332. ISSN 0925-2312

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Abstract

This paper investigates the synchronization problem of inertial neural networks (INNs) with time delays
by virtue of event-triggered (E-T) impulsive control, in which a Lyapunov function based E-T mechanism
is used to determine impulsive instants. The synchronization analysis of INNs through E-T impulsive control technique unlike time-triggered impulsive control, which would be activated when certain welldesigned conditions exist, E-T impulsive control is only allowed when certain well-defined events occur.
Besides that, control input is only required at triggered instants and also no control input is required for
two triggered instants in a sequence. Considering the E-T mechanism, the synchronization analysis of the
INNs is discussed by reduced and non-reduced order approaches and constructing the suitable Lyapunov
functionals. Finally, two simulation results are provided to illustrate the efficacy of the theoretical results.

Item Type: Article
Uncontrolled Keywords: Inertial neural networks Time delay Event-triggered impulsive control Synchronization
Divisions: PSG College of Arts and Science > Department of Mathematics
Depositing User: Mr Team Mosys
Date Deposited: 20 Oct 2022 06:59
Last Modified: 20 Oct 2022 06:59
URI: http://ir.psgcas.ac.in/id/eprint/1607

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