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.
Published in:
Neural Networks, IEEE Transactions on
(Volume:17
,
Issue:
1
)
Date of Publication: Jan. 2006