An Improved Global Asymptotic Stability Criterion for Delayed Cellular Neural Networks
Yong Min He, Min Hua Wu, Jinhua She · IEEE Transactions on Neural Networks · 2006
A new Lyapunov-Krasovskii functional is constructed for delayed cellular neural networks, and the S-procedure is employed to handle the nonlinearities. An improved global asymptotic stability criterion is also derived that is a generalization of, and an improvement over, previous results. Numerical examples demonstrate the effectiveness of the criterion.