Synchronization of delayed memristive neural networks by establishing novel Lyapunov functional
Sign Up to like & getrecommendations! Published in 2019 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.08.060
Abstract: Abstract This paper inquires into the synchronization for delayed chaotic memristive neural networks. First, a novel criterion is proposed to determine whether a quadratic function is negative or not on a closed interval without regard… read more here.
Keywords: synchronization delayed; neural networks; novel lyapunov; memristive neural ... See more keywords
Event-Triggered Output-Feedback Control for Synchronization of Delayed Neural Networks.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2022.3163378
Abstract: This article proposes a novel discrete event-triggered scheme (DETS) for the synchronization of delayed neural networks (NNs) using the dynamic output-feedback controller (DOFC). The proposed DETS uses both the current and past samples to determine… read more here.
Keywords: event triggered; neural networks; synchronization delayed; event ... See more keywords
Synchronization of Delayed Neural Networks via Integral-Based Event-Triggered Scheme
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2019.2963146
Abstract: This article investigates the event-triggered synchronization of delayed neural networks (NNs). A novel integral-based event-triggered scheme (IETS) is proposed where the integral of the system states, and past triggered data over a period of time… read more here.
Keywords: triggered scheme; synchronization delayed; neural networks; event triggered ... See more keywords
Distributed Synchronization of Delayed Neural Networks: Delay-Dependent Hybrid Impulsive Control
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Network Science and Engineering"
DOI: 10.1109/tnse.2021.3128244
Abstract: In this paper, synchronization of coupled neural networks is investigated via distributed delayed impulsive control, and system delays, coupling delays and impulsive delays are simultaneously considered. Firstly, the concept of average delayed impulsive weight is… read more here.
Keywords: neural networks; synchronization delayed; distributed synchronization; impulsive control ... See more keywords
Quasi-Synchronization of Delayed Stochastic Multiplex Networks via Impulsive Pinning Control
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2021.3124158
Abstract: The quasi-synchronization problems of the delayed multiplex networks with stochastic perturbations are investigated in this article. Different from previous studies on complete synchronization for the delayed multiplex networks, quasi-synchronization, which is more practical and more… read more here.
Keywords: synchronization delayed; control; multiplex networks; quasi synchronization ... See more keywords