Sfoglia per Autore
An evolutionary game model for behavioral gambit of loyalists: Global awareness and risk-aversion
2018 Alfinito, E.; Barra, A.; Beccaria, M.; Fachechi, A.; Macorini, G.
A new mechanical approach to handle generalized Hopfield neural networks
2018 Barra, A.; Beccaria, M.; Fachechi, A.
Dreaming neural networks: Forgetting spurious memories and reinforcing pure ones
2019 Fachechi, Alberto; Agliari, Elena; Barra, Adriano
On the Marchenko-Pastur law in analog bipartite spin-glasses
2019 Agliari, E.; Alemanno, F.; Barra, A.; Fachechi, A.
Dreaming neural networks: Rigorous results
2019 Agliari, E.; Alemanno, F.; Barra, A.; Fachechi, A.
Interpolating between boolean and extremely high noisy patterns through minimal dense associative memories
2020 Alemanno, F.; Centonze, M.; Fachechi, A.
Generalized Guerra’s interpolation schemes for dense associative neural networks
2020 Agliari, Elena; Alemanno, Francesco; Barra, Adriano; Fachechi, Alberto
The relativistic Hopfield model with correlated patterns
2020 Agliari, Elena; Fachechi, Alberto; Marullo, Chiara
Detecting cardiac pathologies via machine learning on heart-rate variability time series and related markers
2020 Agliari, E.; Barra, A.; Barra, O. A.; Fachechi, A.; Franceschi Vento, L.; Moretti, L.
Analysis of temporal correlation in heart rate variability through maximum entropy principle in a minimal pairwise glassy model
2020 Agliari, E.; Alemanno, F.; Barra, A.; Barra, O. A.; Fachechi, A.; Vento, L. F.; Moretti, L.
Neural Networks with a Redundant Representation: Detecting the Undetectable
2020 Agliari, Elena; Alemanno, Francesco; Barra, Adriano; Centonze, Martino; Fachechi, Alberto
A transport equation approach for deep neural networks with quenched random weights
2021 Agliari, Elena; Albanese, Linda; Alemanno, Francesco; Fachechi, Alberto
PDE/Statistical Mechanics Duality: Relation Between Guerra’s Interpolated p-Spin Ferromagnets and the Burgers Hierarchy
2021 Fachechi, A.
Nonlinear PDEs approach to statistical mechanics of dense associative memories
2022 Agliari, Elena; Fachechi, Alberto; Marullo, Chiara
Outperforming RBM Feature-Extraction Capabilities by "Dreaming" Mechanism
2022 Fachechi, Alberto; Barra, Adriano; Agliari, Elena; Alemanno, Francesco
From Pavlov Conditioning to Hebb Learning
2023 Agliari, Elena; Aquaro, Miriam; Barra, Adriano; Fachechi, Alberto; Marullo, Chiara
Quantifying heterogeneity to drug response in cancer–stroma kinetics
2023 Alemanno, Francesco; Cavo, Marta; Delle Cavec, Donatella; Fachechi, Alberto; Rizzo, Riccardo; D’Amone, Eliana; Gigli, Giuseppe; Lonardo, Enza; Barra, Adriano; del Mercato, Loretta
A spectral approach to Hebbian-like neural networks
2024 Agliari, Elena; Fachechi, Alberto; Luongo, Domenico
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