Daydreaming Hopfield Networks and their surprising effectiveness on correlated data

Ludovica Serricchio, Dario Bocchi, Claudio Chilin +4

To improve the storage capacity of the Hopfield model, we develop a version of the dreaming algorithm that perpetually reinforces the patterns to be stored (as in the Hebb rule), a…