Correct reaction neural network

We describe a new method to analyze and to design Hopfield-like neural networks. Our method is based on the "force" derived from the equations of motion for neural networks instead of the energy functions of the system. The properties of local minima in the energy function of Hopfield networks can be investigated by using the new method. A novel design technique to eliminate these local minima in the networks has been developed.