Matrix tests for period 1 and 2 limit cycles in discrete threshold networks
D.P. Brown · IEEE Transactions on Systems Man and Cybernetics · 1992
The dynamics of discrete threshold neural networks is studied using a matrix inequality which is shown to be equivalent to the nonlinear state transition equation of the network. Some matrix tests for the existence of period 1 and 2 limit cycles are presented. Some types of vector sequences are shown not to be limit cycles.>