Global exponential robust stability of reaction¿diffusion interval neural networks with time-varying delays

摘要: Abstract The authors discuss the existence of equilibrium point and its global exponential robust stability for reaction–diffusion interval neural networks with time-varying delays by means topological degree theory Lyapunov-functional method. Since diffusion phenomena, time delay perturbation due to noises as well some unforced man-made faults could not be ignored in networks, model presented here is close actual systems, sufficient conditions on established this Letter, which are easily verifiable, have a wider adaptive range.