Location and stability of the equilibria of nonlinear neural networks
Mathukumalli Vidyasagar · 1991
The number, location and stability behavior of the equilibria of arbitrary nonlinear neural networks are analyzed without resorting to energy arguments based on assumptions of symmetric interactions or no self-interactions. The following results are proved. Let H=