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E

Elena Agliari

Sapienza Universita di Roma

26H-index
162Paper Count
2.1KCitation Count
Published Papers 24
Publication Date
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The importance of being empty: Hopfield neural networks with diluted examples
errNeurocomputing
IF6.5
err2026-05-06
err0
errOAAI
errElena Agliari; Alberto Fachechi; Domenico Luongo
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errSave
The beneficial role of noises for disentanglement tasks in modular Hebbian networks
errPhysica A: Statistical Mechanics and its Applications
IF3.1
err2025-11-12
err0
errOAAI
errElena Agliari; Alberto Fachechi; Paulo Duarte Mourão
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Networks of Hebbian networks: more is different
errNeural Networks
IF6.3
err2025-10-08
err0
errOAAI
errElena Agliari; Andrea Alessandrelli; Adriano Barra; Martino Centonze; Federico Ricci-Tersenghi
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Regularization, early-stopping and dreaming: A Hopfield-like setup to address generalization and overfitting
errNEURAL NETWORKS
IF6.3
err2024-09-01
err0
errOAAI
errAgliari, E.; Alemanno, F.; Aquaro, M.; Fachechi, A.
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errSave
A spectral approach to Hebbian-like neural networks
errAPPLIED MATHEMATICS AND COMPUTATION
IF3.4
err2024-08-01
err0
errOAAI
errAgliari, Elena; Fachechi, Alberto; Luongo, Domenico
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errSave
Hebbian dreaming for small datasets
errNEURAL NETWORKS
IF6.3
err2024-05-01
err3
errOAAI
errAgliari, Elena; Alemanno, Francesco; Aquaro, Miriam; Barra, Adriano; Durante, Fabrizio; Kanter, Ido
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errSave
Outperforming RBM Feature-Extraction Capabilities by Dreaming Mechanism
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err12
PREAI
errFachechi, Alberto; Barra, Adriano; Agliari, Elena; Alemanno, Francesco
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errSave
The emergence of a concept in shallow neural networks
errNEURAL NETWORKS
IF6.3
err2022-04-01
err26
errOAAI
errAgliari, Elena; Alemanno, Francesco; Barra, Adriano; De Marzo, Giordano
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Storing, learning and retrieving biased patterns
errAPPLIED MATHEMATICS AND COMPUTATION
IF3.4
err2022-02-01
err8
PREAI
errAgliari, Elena; Leonelli, Francesca Elisa; Marullo, Chiara
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errSave
On the effective initialisation for restricted Boltzmann machines via duality with Hopfield model
errNEURAL NETWORKS
IF6.3
err2021-11-01
err16
PREAI
errLeonelli, Francesca Elisa; Agliari, Elena; Albanese, Linda; Barra, Adriano
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Analysis of temporal correlation in heart rate variability through maximum entropy principle in a minimal pairwise glassy model
errSCIENTIFIC REPORTS
IF3.9
err2020-09-18
err2
errOAAI
errAgliari, Elena; Alemanno, Francesco; Barra, Adriano; Barra, Orazio Antonio; Fachechi, Alberto; Vento, Lorenzo Franceschi; Moretti, Luciano
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errSave
Generalized Guerra's interpolation schemes for dense associative neural networks
errNEURAL NETWORKS
IF6.3
err2020-08-01
err24
errOAAI
errAgliari, Elena; Alemanno, Francesco; Barra, Adriano; Fachechi, Alberto
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errSave
Detecting cardiac pathologies via machine learning on heart-rate variability time series and related markers
errSCIENTIFIC REPORTS
IF3.9
err2020-06-01
err32
errOAAI
errAgliari, Elena; Barra, Adriano; Barra, Orazio Antonio; Fachechi, Alberto; Vento, Lorenzo Franceschi; Moretti, Luciano
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errSave
A statistical inference approach to reconstruct intercellular interactions in cell migration experiments
errSCIENCE ADVANCES
IF12.5
err2020-03-13
err10
errOAAI
errAgliari, Elena; Saez, Pablo J.; Barra, Adriano; Piel, Matthieu; Vargas, Pablo; Castellana, Michele
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Dreaming neural networks: Forgetting spurious memories and reinforcing pure ones
errNEURAL NETWORKS
IF6.3
err2019-04-01
err48
errOAAI
errFachechi, Alberto; Agliari, Elena; Barra, Adriano
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Organs on chip approach: a tool to evaluate cancer -immune cells interactions
errSCIENTIFIC REPORTS
IF3.9
err2017-10-06
err75
errOAAI
errBiselli, Elena; Agliari, Elena; Barra, Adriano; Bertani, Francesca Romana; Gerardino, Annamaria; De Ninno, Adele; Mencattini, Arianna; Di Giuseppe, Davide; Mattei, Fabrizio; Schiavoni, Giovanna; Lucarini, Valeria; Vacchelli, Erika; Kroemer, Guido; Di Natale, Corrado; Martinelli, Eugenio; Businaro, Luca
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errSave
The exact Laplacian spectrum for the Dyson hierarchical network
errSCIENTIFIC REPORTS
IF3.9
err2017-01-09
err26
errOAAI
errAgliari, Elena; Tavani, Flavia
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errSave
Hierarchical neural networks perform both serial and parallel processing
errNEURAL NETWORKS
IF6.3
err2015-06-01
err19
errOAAI
errAgliari, Elena; Barra, Adriano; Galluzzi, Andrea; Guerra, Francesco; Tantari, Daniele; Tavani, Flavia
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Notes on stochastic (bio)-logic gates: computing with allosteric cooperativity
errSCIENTIFIC REPORTS
IF3.9
err2015-05-15
err21
errOAAI
errAgliari, Elena; Altavilla, Matteo; Barra, Adriano; Dello Schiavo, Lorenzo; Katz, Evgeny
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Cancer-driven dynamics of immune cells in a microfluidic environment
errSCIENTIFIC REPORTS
IF3.9
err2014-10-16
err76
errOAAI
errAgliari, Elena; Biselli, Elena; De Ninno, Adele; Schiavoni, Giovanna; Gabriele, Lucia; Gerardino, Anna; Mattei, Fabrizio; Barra, Adriano; Businaro, Luca
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Research Directions

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Co-authors
Cooperation Journals
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Guido Kroemer
H-index: 283 · Papers: 2.3K
M
Matthieu Piel
H-index: 72 · Papers: 254
C
Corrado Di Natale
H-index: 72 · Papers: 838
E
Evgeny Katz
H-index: 60 · Papers: 427
E
Erika Vacchelli
H-index: 59 · Papers: 105
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