“…We note that for various behaviors, the stability has proven to be the most important one that has received considerable research attention. For example, if a neural network is given to solve some optimization problems, it is highly desirable for the neural network to have a unique globally stable equilibrium, and so, the stability analysis of CNNs has been an ever hot research topic resulting in enormous stability conditions reported in the literature, see e. g. [3,6,8,10,14,20,26,28,34,37,39,42,43,44,45,46].…”