High-order absolutely stable neural networks
Amir Dembo, O. Farotimi, T. Kailath · IEEE Transactions on Circuits and Systems · 1991
The stability properties of arbitrary order continuous-time dynamic neural networks are studied in the spirit of an earlier analysis of a first-order system by M.A. Cohen and S. Grossberg (1983). The corresponding class of Lyapunov function is presented and the equilibrium points are characterized. The relationships with other continuous-time models are pointed out.>