The Kronecker product and stochastic automata networks
Journal of Computational and Applied Mathematics
Further improvement on synchronization stability of complex networks with coupling delays
International Journal of Computer Mathematics - COMPLEX NETWORKS
Automatica (Journal of IFAC)
Stability and stabilization of delayed T-S fuzzy systems: a delay partitioning approach
IEEE Transactions on Fuzzy Systems
New Delay-Dependent Exponential Stability for Neural Networks With Time Delay
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Synchronization and State Estimation for Discrete-Time Complex Networks With Distributed Delays
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
IEEE Transactions on Neural Networks
IEEE Transactions on Neural Networks
IEEE Transactions on Neural Networks
Robust passivity and passification of stochastic fuzzy time-delay systems
Information Sciences: an International Journal
New passivity analysis for neural networks with discrete and distributed delays
IEEE Transactions on Neural Networks
Cluster synchronization for discrete-time complex networks
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part I
Journal of Control Science and Engineering - Special issue on Advances in Methods for Control over Networks
ACM Transactions on Sensor Networks (TOSN)
Information Sciences: an International Journal
Impulsive synchronization of state delayed discrete complex networks with switching topology
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
Synchronization analysis of heterogeneous dynamical networks
Neurocomputing
Generalized function projective lag synchronization between two different neural networks
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Synchronization of complex networks with coupling delays via adaptive pinning intermittent control
International Journal of Automation and Computing
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In this paper, the problem of stochastic synchronization analysis is investigated for a new array of coupled discretetime stochastic complex networks with randomly occurred nonlinearities (RONs) and time delays. The discrete-time complex networks under consideration are subject to: 1) stochastic nonlinearities that occur according to the Bernoulli distributed white noise sequences; 2) stochastic disturbances that enter the coupling term, the delayed coupling term as well as the overall network; and 3) time delays that include both the discrete and distributed ones. Note that the newly introduced RONs and the multiple stochastic disturbances can better reflect the dynamical behaviors of coupled complex networks whose information transmission process is affected by a noisy environment (e.g., internet-based control systems). By constructing a novel Lyapunov-like matrix functional, the idea of delay fractioning is applied to deal with the addressed synchronization analysis problem. By employing a combination of the linear matrix inequality (LMI) techniques, the free-weighting matrix method and stochastic analysis theories, several delay-dependent sufficient conditions are obtained which ensure the asymptotic synchronization in the mean square sense for the discrete-time stochastic complex networks with time delays. The criteria derived are characterized in terms of LMIs whose solution can be solved by utilizing the standard numerical software. A simulation example is presented to show the effectiveness and applicability of the proposed results.