Alberto Fachechi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 13

Top Topics

Top Venues

Neural Networks

IEEE Trans. Neural Networks Learn. Syst.

Publications

Elena Agliari, Alberto Fachechi, Domenico Luongo
A spectral approach to Hebbian-like neural networks. Appl. Math. Comput. 474 (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)
Alberto Fachechi, Adriano Barra, Elena Agliari, Francesco Alemanno
Outperforming RBM Feature-Extraction Capabilities by "Dreaming" Mechanism. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (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)
Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi
Generalized Guerra's interpolation schemes for dense associative neural networks. Neural Networks 128 (2020)
Alberto Fachechi, Elena Agliari, Adriano Barra
Dreaming neural networks: Forgetting spurious memories and reinforcing pure ones. Neural Networks 112 (2019)
Adriano Barra, Matteo Beccaria, Alberto Fachechi
A new mechanical approach to handle generalized Hopfield neural networks. Neural Networks 106 (2018)
Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi
Dreaming neural networks: rigorous results. CoRR (2018)
Adriano Barra, Matteo Beccaria, Alberto Fachechi
A relativistic extension of Hopfield neural networks via the mechanical analogy. CoRR (2018)
Alberto Fachechi, Elena Agliari, Adriano Barra
Dreaming neural networks: forgetting spurious memories and reinforcing pure ones. CoRR (2018)
E. Alfinito, Matteo Beccaria, Alberto Fachechi, G. Macorini
Probing Complexity with Epidemics: A New Reactive Immunization Strategy. COMPLEXIS (2017)