A Lyapunov function approach to the study of the stability of cellular neural networks
Marco Gilli · 1993 IEEE International Symposium on Circuits and Systems · 2002
The author addresses the problem of the stability of cellular neural networks (CNNs) and delayed cellular neural networks (DCNNs) by means of Lyapunov functions. He explores the existence of Lyapunov functions for CNNs described by nonsymmetric templates. New classes of templates completely stable both for CNNs and DCNNs are discussed.>