Stability Analysis of Cohen-Grossberg Neural Networks With Multiple Time-Varying Delays
Binbin Gan, XU Biao, Hao Chen · IEEE Access · 2022
By improving a previously introduced Lyapunov functional,this paper addressed the stability issue about neutral-type Cohen-Grossberg neural networks with multiple time-varying delays in the states of neurons and the time derivative of states of neurons, a sufficient condition for global asymptotic stability is obtained.Since the Cohen-Grossberg neural networks is considered in this paper is more general than those in the former literatures, the obtained result developed stability condition of Cohen-Grossberg neural networks.At the end of the paper, two examples are employed to demonstrate the validity and superiority of the conclusion.