A Hopfield network is designed with target stable points. The behavior of the Hopfield network for different initial conditions is studied.
A Hopfield network with five neurons is designed to have four stable equilibria. However, unavoidably, it has other undesired equilibria.
A Hopfield network consisting of two neurons is designed with two stable equilibrium points and simulated using the above functions.