  A dynamic system, which is used in the neural network theory, Ising spin
glasses and factor analysis, has been investigated. The properties of the
connection matrix, which guarantee the coincidence of the set of the fixed
points of the dynamic system with the set of the local minima of the energy
functional, have been determined. The influence of the connection matrix
diagonal elements on the structure of the fixed points set has been
investigated.
