Stability analysis on neural networks with a class of Mexican-hat-type activation functions
Lili Wang · 2014
A class of neural networks with Mexican-hat-type activation functions are discussed in this paper. By differentiating the external inputs Ii(i = 1,2,..., n) into different four ranges, a set of new sufficient conditions are presented to study the multistability of systems. The obtained results improve and extend some recent works.