New Conditions on Global Stability of Cohen-Grossberg Neural Networks
Wenlian Lu, Tianping Chen · Neural Computation · 2003
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.