Linda Albanese

Dense Hebbian neural networks: a replica symmetric picture of supervised learning

2022 · arXiv (Cornell University)

We consider dense, associative neural-networks trained by a teacher (i.e., with supervision) and we investigate their computational capabilities analytically, via statistical-mechanics of spin glasses, and numerically, via Monte Carlo simulations. In particular, we obtain a …