M. S. Centonze

Statistical Mechanics of Learning via Reverberation in Bidirectional Associative Memories

2023 · arXiv (Cornell University)

We study bi-directional associative neural networks that, exposed to noisy examples of an extensive number of random archetypes, learn the latter (with or without the presence of a teacher) when the supplied information is enough: …

Networks of neural networks: more is different

2025 · arXiv (Cornell University)

The common thread behind the recent Nobel Prize in Physics to John Hopfield and those conferred to Giorgio Parisi in 2021 and Philip Anderson in 1977 is disorder. Quoting Philip Anderson: "more is different". This …