Finite-Time Synchronization of Coupled Memristive Neural Networks Subject to Stochastic Link Uncertainties and Attacks
Qingqing Lu, Xiaomei Zhang, Suying Sheng · 2019
This paper deals with the finite-time synchronization problem of coupled memristive neural networks with time-delays. The coupling among the nodes is perturbed by a multiplicative stochastic uncertainty. The coupled networks under consideration are subject to Denial-of-Service (DoS) attacks and each node has an interval time-varying delay. DoS attacks occur in a random fashion which is governed by a Bernoulli stochastic variable. By applying the Lyapunov functional method and some mathematical techniques, the finite-time synchronization conditions are established. One numerical example is given to show the effectiveness of the proposed algorithm.