Publications by authors named "Alberto Fachechi"

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Outperforming RBM Feature-Extraction Capabilities by "Dreaming" Mechanism.
Alberto Fachechi, Adriano Barra, Elena Agliari, Francesco Alemanno

IEEE Trans Neural Netw Learn Syst· January 2024

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From Pavlov Conditioning to Hebb Learning.
Elena Agliari, Miriam Aquaro, Adriano Barra, Alberto Fachechi, Chiara Marullo

Neural Comput· April 2023

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Quantifying heterogeneity to drug response in cancer-stroma kinetics.
Francesco Alemanno, Marta Cavo, Donatella Delle Cave, Alberto Fachechi, Riccardo Rizzo

Proc Natl Acad Sci U S A· March 2023

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Analysis of temporal correlation in heart rate variability through maximum entropy principle in a minimal pairwise glassy model.
Elena Agliari, Francesco Alemanno, Adriano Barra, Orazio Antonio Barra, Alberto Fachechi

Sci Rep· September 2020

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Generalized Guerra's interpolation schemes for dense associative neural networks.
Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi

Neural Netw· August 2020

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Detecting cardiac pathologies via machine learning on heart-rate variability time series and related markers.
Elena Agliari, Adriano Barra, Orazio Antonio Barra, Alberto Fachechi, Lorenzo Franceschi Vento

Sci Rep· June 2020

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Neural Networks with a Redundant Representation: Detecting the Undetectable.
Elena Agliari, Francesco Alemanno, Adriano Barra, Martino Centonze, Alberto Fachechi

Phys Rev Lett· January 2020

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Dreaming neural networks: Forgetting spurious memories and reinforcing pure ones.
Alberto Fachechi, Elena Agliari, Adriano Barra

Neural Netw· April 2019

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A new mechanical approach to handle generalized Hopfield neural networks.
Adriano Barra, Matteo Beccaria, Alberto Fachechi

Neural Netw· October 2018

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