On the Hopfield algorithm. Foundations and examples

The work deals with the Hopfield networks and uses the vector description of the theory, rather then element by element one. The theoretical central part of the work is related with the energy theorem and a Hopfield algorithm based on vector form is elaborated (all the corresponding dimensions are given). This algorithm solves the store-recall problem. The algorithm is used to solve several numerical examples