Optimal quasi-synchronization of fractional-order memristive neural networks with PSOA
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04488-z
Abstract: In this paper, optimal quasi-synchronization problem for fractional-order memristive delayed neural networks (FMDNNs) is investigated. The model of FMDNNs is transformed into systems with interval parameters. To guarantee quasi-synchronization, a general fractional-order inequalities and aperiodically… read more here.
Keywords: optimal quasi; order memristive; quasi synchronization; fractional order ... See more keywords
Lag quasi-synchronization for periodic neural networks with unreliable redundant communication channels
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.07.097
Abstract: Abstract This work studies lag quasi-synchronization (LQS) for discrete-time master–slave (MS) periodic neural networks (NNs) with the communication channel (CC) constraint. A logarithmic quantizer is used to overcome the CC constraint, and a redundant CC… read more here.
Keywords: lag quasi; neural networks; communication; quasi synchronization ... See more keywords
Distributed Error Estimation for Quasi-Synchronization of Heterogeneous Dynamical Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2021.3081502
Abstract: This article proposes a distributed error estimation approach to investigate the quasi-synchronization problem of heterogeneous dynamical networks with static and adaptive coupling laws under a directed communication topology. By introducing a pining control strategy, a… read more here.
Keywords: error estimation; distributed error; heterogeneous dynamical; dynamical networks ... See more keywords
Further on Pinning Quasi-Synchronization of Switched Directed Networks With Event-Triggered Communication
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2025.3552027
Abstract: Sampled-data-based event-triggered (SDET) communication techniques have found extensive applications in the research of synchronization and consensus in directed networks (DNs). However, as the quantity of nodes in a network expands, existing investigations encounter difficulties in… read more here.
Keywords: pinning quasi; event triggered; synchronization; quasi synchronization ... See more keywords
Quasi-Synchronization of Fractional Multiweighted Coupled Neural Networks via Aperiodic Intermittent Control.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2023.3237248
Abstract: This article investigates the quasi-synchronization for fractional multiweighted coupled neural networks (FMCNNs) with discontinuous activation functions and mismatched parameters. First, under the generalized Caputo fractional-order derivative operator, a novel piecewise fractional differential inequality is established… read more here.
Keywords: synchronization fractional; coupled neural; multiweighted coupled; fractional multiweighted ... See more keywords
Error Estimation for Quasi-Synchronization of Multilayer Dynamical Networks: A Pinning Delayed Impulsive Control Scheme.
Sign Up to like & getrecommendations! Published in 2025 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2025.3611096
Abstract: In this article, we address the error estimation problem of quasi-synchronization for a class of multilayer dynamical networks. The proposed network model simultaneously accounts for interlayer and intralayer time-varying coupling structures, network directionality, and interlayer… read more here.
Keywords: quasi synchronization; multilayer dynamical; error estimation; synchronization ... See more keywords
Matrix Measure-Based Event-Triggered Impulsive Quasi-Synchronization on Coupled Neural Networks.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3185586
Abstract: In this article, the quasi-synchronization for a kind of coupled neural networks with time-varying delays is investigated via a novel event-triggered impulsive control approach. In view of the randomly occurring uncertainties (ROUs) in the communication… read more here.
Keywords: event triggered; neural networks; coupled neural; quasi synchronization ... See more keywords
Quasi-Synchronization of Discrete-Time-Delayed Heterogeneous-Coupled Neural Networks via Hybrid Impulsive Control.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2023.3238331
Abstract: This article explores the quasi-synchronization of discrete-time-delayed heterogeneous-coupled neural networks (CNNs) via hybrid impulsive control. By introducing an exponential decay function, two non-negative regions are introduced that are named time-triggering and event-triggering regions, respectively. The… read more here.
Keywords: time; neural networks; control; hybrid impulsive ... See more keywords
Quasi-Synchronization and Probability Distribution of Complex Networks With Semi-Markov Switched Coefficients
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Network Science and Engineering"
DOI: 10.1109/tnse.2023.3303249
Abstract: This article studies the almost sure quasi-synchronization and stochastic quasi-synchronization problems of complex networks with semi-Markov switched coefficients (SMSCs). Based on the distribution function and the generalized ergodic theory of semi-Markov process, a lemma is… read more here.
Keywords: distribution; markov switched; complex networks; quasi synchronization ... 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
Non-fragile quasi-synchronization of delayed heterogeneous dynamical networks with memory sampled-data control
Sign Up to like & getrecommendations! Published in 2021 at "Transactions of the Institute of Measurement and Control"
DOI: 10.1177/0142331221995332
Abstract: This paper investigates the quasi-synchronization problem for a class of heterogeneous dynamical networks based on a non-fragile memory sampled-data controller. Considering the effect of controller gain fluctuation and communication delay, a sampled-data control scheme with… read more here.
Keywords: data control; dynamical networks; quasi synchronization; control ... See more keywords