Miriam Aquaro

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Hebbian Learning

Top Venues

Neural Networks

Publications

Elena Agliari, Francesco Alemanno, Miriam Aquaro, Adriano Barra, Fabrizio Durante, Ido Kanter
Hebbian dreaming for small datasets. Neural Networks 173 (2024)
Alberto Fachechi, Elena Agliari, Miriam Aquaro, Anthony Coolen, Menno Mulder
Fundamental operating regimes, hyper-parameter fine-tuning and glassiness: towards an interpretable replica-theory for trained restricted Boltzmann machines. CoRR (2024)
Elena Agliari, Francesco Alemanno, Miriam Aquaro, Alberto Fachechi
Regularization, early-stopping and dreaming: A Hopfield-like setup to address generalization and overfitting. Neural Networks 177 (2024)
Elena Agliari, Miriam Aquaro, Francesco Alemanno, Alberto Fachechi
Regularization, early-stopping and dreaming: a Hopfield-like setup to address generalization and overfitting. CoRR (2023)
Elena Agliari, Miriam Aquaro, Adriano Barra, Alberto Fachechi, Chiara Marullo
From Pavlov Conditioning to Hebb Learning. Neural Comput. 35 (5) (2023)
Francesco Alemanno, Miriam Aquaro, Ido Kanter, Adriano Barra, Elena Agliari
Supervised Hebbian learning: toward eXplainable AI. CoRR (2022)