Robust Stability Analysis for CVNs with Leakage and Probabilistic Delays

In this paper, we devote to the global robust stability problem for complex-valued networks with involving parameter uncertainties, leakage delay and probabilistic time-varying delay, where the probabilistic delay is described by a sequence of Bernoulli distributed random variables, and parameter uncertainties are assumed to be norm-bounded. Based on the stochastic analysis and inequality technique, some sufficient criteria are derived to assure the system under consideration to be globally robustly stable in the mean square. Finally, an example is provided to illustrate effectiveness of the obtained theoretical results.