Global synchronization of Multi-delay Hopfield neural networks
Guoliang Cai, Haijian Shao, Qin Yao · 2011
In this paper, a successful LMI (linear matrix inequality) approach is used to analyze MDHNNs(Multi-time-delay Hopfield neural networks) with parameter perturbations by constructing an appropriate Lyapunov-Krasovskii functional. Two novel delay-dependent criterions for asymptotic stability of the MDHNNs were given by the Lyapunov method combining with LMI framework. This comprehensive discussion of the situation also includes extensive applications.