The Statistical Properties of the Hopfield Model of Memory
Mikhail V. Feigel'man, L. B. Ioffe · Europhysics Letters (EPL) · 1986
Statistical properties of the Hopfield model of content addressable memory are considered. It is shown that in large systems "phase transition" between regions of "well-functioning" and "chaotic" memory occurs. The phase diagram on the plane (γ, T ) is found (γ is the relative number of stored prototype neuron configurations, T is the temperature, i.e. the noise intensity).