Efficiency of local learning rules in threshold-linear associative networks

Francesca Schönsberg, Yasser Roudi, Alessandro Treves

We derive the Gardner storage capacity for associative networks of threshold linear units, and show that with Hebbian learning they can operate closer to such Gardner bound than bi…