Phase Diagram and Storage Capacity of Sequence Processing Neural Networks

A. During, A. C. C. Coolen, D. Sherrington

We solve the dynamics of Hopfield-type neural networks which store sequences of patterns, close to saturation. The asymmetry of the interaction matrix in such models leads to viola…