2 papers
cond-mat.dis-nn2024
Hebbian Learning from First Principles
Linda Albanese, Adriano Barra, Pierluigi Bianco +2
Recently, the original storage prescription for the Hopfield model of neural networks -- as well as for its dense generalizations -- has been turned into a genuine Hebbian learning…
cond-mat.dis-nn2024
The thermodynamic limit in mean field neural networks
Elena Agliari, Adriano Barra, Pierluigi Bianco +2
In the last five decades, mean-field neural-networks have played a crucial role in modelling associative memories and, in particular, the Hopfield model has been extensively studie…