SATURATED AND ASYMMETRIC SATURATED IMPULSIVE CONTROL SYNCHRONIZATION OF COUPLED DELAYED INERTIAL NEURAL NETWORKS WITH TIME-VARYING DELAYS

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dc.contributor.authorUdhayakumar, K.
dc.contributor.authorShanmugasundaram, S.
dc.contributor.authorKashkynbayev, Ardak
dc.contributor.authorJanani, K.
dc.contributor.authorRakkiyappan, R.
dc.date.accessioned2023-01-31T10:43:09Z
dc.date.available2023-01-31T10:43:09Z
dc.date.issued2023
dc.description.abstractThis paper considers control systems with impulses that are saturated and asymmetrically saturated which are used to examine the synchronization of inertial neural networks (INNs) with time-varying delay and coupling delays. Under the theoretical discussions, mixed delays, such as transmission delay and coupling delay are presented for inertial neural networks. The addressed INNs are transformed into first order differential equations utilizing variable transformation on INNs and then certain adequate conditions are derived for the exponential synchronization of the addressed model by substituting saturation nonlinearity with a dead-zone function. In addition, an asymmetric saturated impulsive control approach is given to realize the exponential synchronization of addressed INNs in the leader-following synchronization pattern. Finally, simulation results are used to validate the theoretical research findings.en_US
dc.identifier.citationUdhayakumar, K., Shanmugasundaram, S., Kashkynbayev, A., Janani, K., & Rakkiyappan, R. (2023b). Saturated and asymmetric saturated impulsive control synchronization of coupled delayed inertial neural networks with time-varying delays. Applied Mathematical Modelling, 113, 528–544. https://doi.org/10.1016/j.apm.2022.09.011en_US
dc.identifier.urihttp://nur.nu.edu.kz/handle/123456789/6902
dc.language.isoenen_US
dc.publisherApplied Mathematical Modellingen_US
dc.rightsAttribution-NonCommercial-ShareAlike 3.0 United States*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/3.0/us/*
dc.subjectType of access: Open Accessen_US
dc.subjectInertial neural networksen_US
dc.subjectSynchronizationen_US
dc.subjectSaturationen_US
dc.subjectImpulsive controlen_US
dc.subjectTime-varying delayen_US
dc.subjectCoupling delayen_US
dc.titleSATURATED AND ASYMMETRIC SATURATED IMPULSIVE CONTROL SYNCHRONIZATION OF COUPLED DELAYED INERTIAL NEURAL NETWORKS WITH TIME-VARYING DELAYSen_US
dc.typeArticleen_US
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