Weighted Patterns as a Tool for Improving the Hopfield Model

Iakov Karandashev, Boris Kryzhanovsky, Leonid Litinskii

We generalize the standard Hopfield model to the case when a weight is assigned to each input pattern. The weight can be interpreted as the frequency of the pattern occurrence at t…