New conditions on global stability of Cohen-Grossberg neural networks.
In this letter, we discuss the dynamics of the Cohen-Grossberg neural networks. We provide a new and relaxed set of sufficient conditions for the Cohen-Grossberg networks to be absolutely stable and exponentially stable globally. We also provide an estimate of the rate of convergence.
Lu
Wenlian
W
Laboratory of Nonlinear Science, Institute of Mathematics, Fudan University, Shanghai 200433, P.R. China. chiquitita@21cn.com
Chen
Tianping
T
D016571:Neural Networks, Computer; D009434:Neural Pathways / Q000502:physiology*; D009474:Neurons / Q000502:physiology