Alberto Fachechi

According to our database, Alberto Fachechi authored at least 11 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Outperforming RBM Feature-Extraction Capabilities by "Dreaming" Mechanism.

Alberto Fachechi, Adriano Barra, Elena Agliari, Francesco Alemanno

IEEE Trans. Neural Networks Learn. Syst., January, 2024

Regularization, early-stopping and dreaming: A Hopfield-like setup to address generalization and overfitting.

Elena Agliari, Francesco Alemanno, Miriam Aquaro, Alberto Fachechi

Neural Networks, 2024

Fundamental operating regimes, hyper-parameter fine-tuning and glassiness: towards an interpretable replica-theory for trained restricted Boltzmann machines.

Alberto Fachechi, Elena Agliari, Miriam Aquaro, Anthony Coolen, Menno Mulder

CoRR, 2024

A spectral approach to Hebbian-like neural networks.

Elena Agliari, Alberto Fachechi, Domenico Luongo

Appl. Math. Comput., 2024

2023

From Pavlov Conditioning to Hebb Learning.

Elena Agliari, Miriam Aquaro, Adriano Barra, Alberto Fachechi, Chiara Marullo

Neural Comput., May, 2023

2020

Generalized Guerra's interpolation schemes for dense associative neural networks.

Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi

Neural Networks, 2020

2019

Dreaming neural networks: Forgetting spurious memories and reinforcing pure ones.

Alberto Fachechi, Elena Agliari, Adriano Barra

Neural Networks, 2019

2018

A new mechanical approach to handle generalized Hopfield neural networks.

Adriano Barra, Matteo Beccaria, Alberto Fachechi

Neural Networks, 2018

Dreaming neural networks: rigorous results.

Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi

CoRR, 2018

A relativistic extension of Hopfield neural networks via the mechanical analogy.

Adriano Barra, Matteo Beccaria, Alberto Fachechi

CoRR, 2018

2017

Probing Complexity with Epidemics: A New Reactive Immunization Strategy.

E. Alfinito, Matteo Beccaria, Alberto Fachechi, G. Macorini

Proceedings of the COMPLEXIS 2016, 2017