Follow
Alberto Fachechi
Title
Cited by
Cited by
Year
Dreaming neural networks: forgetting spurious memories and reinforcing pure ones
A Fachechi, E Agliari, A Barra
Neural Networks 112, 24-40, 2019
592019
Virasoro vacuum block at next-to-leading order in the heavy-light limit
M Beccaria, A Fachechi, G Macorini
Journal of High Energy Physics 2016 (2), 1-22, 2016
502016
A new mechanical approach to handle generalized Hopfield neural networks
A Barra, M Beccaria, A Fachechi
Neural Networks 106, 205-222, 2018
442018
Detecting cardiac pathologies via machine learning on heart-rate variability time series and related markers
E Agliari, A Barra, OA Barra, A Fachechi, L Franceschi Vento, L Moretti
Scientific Reports 10 (1), 8845, 2020
422020
Neural networks with a redundant representation: Detecting the undetectable
E Agliari, F Alemanno, A Barra, M Centonze, A Fachechi
Physical review letters 124 (2), 028301, 2020
322020
Generalized Guerra’s interpolation schemes for dense associative neural networks
E Agliari, F Alemanno, A Barra, A Fachechi
Neural Networks 128, 254-267, 2020
302020
Dreaming neural networks: rigorous results
E Agliari, F Alemanno, A Barra, A Fachechi
Journal of Statistical Mechanics: Theory and Experiment 2019 (8), 083503, 2019
212019
A transport equation approach for deep neural networks with quenched random weights
E Agliari, L Albanese, F Alemanno, A Fachechi
Journal of Physics A: Mathematical and Theoretical 54 (50), 505004, 2021
12*2021
Outperforming RBM feature-extraction capabilities by “dreaming” mechanism
A Fachechi, A Barra, E Agliari, F Alemanno
IEEE transactions on neural networks and learning systems, 2022
102022
Reactive immunization on complex networks
E Alfinito, M Beccaria, A Fachechi, G Macorini
Europhysics Letters 117 (1), 18002, 2017
102017
Chiral trace relations in Ω-deformed N = 2 theories
M Beccaria, A Fachechi, G Macorini
Journal of High Energy Physics 2017 (5), 1-37, 2017
82017
Exact partition functions for deformed theories with flavours
M Beccaria, A Fachechi, G Macorini, L Martina
Journal of High Energy Physics 2016 (12), 1-41, 2016
82016
Nonlinear PDEs approach to statistical mechanics of dense associative memories
E Agliari, A Fachechi, C Marullo
Journal of Mathematical Physics 63 (10), 2022
72022
PDE/Statistical Mechanics Duality: Relation Between Guerra’s Interpolated p-Spin Ferromagnets and the Burgers Hierarchy
A Fachechi
Journal of Statistical Physics 183 (1), 12, 2021
42021
The relativistic Hopfield model with correlated patterns
E Agliari, A Fachechi, C Marullo
Journal of Mathematical Physics 61 (12), 2020
4*2020
Interpolating between Boolean and extremely high noisy patterns through minimal dense associative memories
F Alemanno, M Centonze, A Fachechi
Journal of Physics A: Mathematical and Theoretical 53 (7), 074001, 2020
42020
On the Marchenko–Pastur law in analog bipartite spin-glasses
E Agliari, F Alemanno, A Barra, A Fachechi
Journal of Physics A: Mathematical and Theoretical 52 (25), 254002, 2019
42019
Regularization, early-stopping and dreaming: a Hopfield-like setup to address generalization and overfitting
E Agliari, M Aquaro, F Alemanno, A Fachechi
arXiv preprint arXiv:2308.01421, 2023
32023
From Pavlov conditioning to Hebb learning
E Agliari, M Aquaro, A Barra, A Fachechi, C Marullo
Neural Computation 35 (5), 930-957, 2023
32023
Chiral trace relations in Ω-deformed= 2 theories
A Fachechi, G Macorini, M Beccaria
Journal of Physics: Conference Series 965 (1), 012013, 2018
32018
The system can't perform the operation now. Try again later.
Articles 1–20