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ORCIDElena Agliari
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2020 – today
- 2024
[j17]Elena Agliari
, Alberto Fachechi, Domenico Luongo:
A spectral approach to Hebbian-like neural networks. Appl. Math. Comput. 474: 128689 (2024)- [j16]Elena Agliari, Francesco Alemanno, Miriam Aquaro, Adriano Barra, Fabrizio Durante, Ido Kanter:
Hebbian dreaming for small datasets. Neural Networks 173: 106174 (2024) - [j15]Elena Agliari, Francesco Alemanno, Miriam Aquaro, Alberto Fachechi:
Regularization, early-stopping and dreaming: A Hopfield-like setup to address generalization and overfitting. Neural Networks 177: 106389 (2024) - [j14]Alberto Fachechi, Adriano Barra, Elena Agliari, Francesco Alemanno:
Outperforming RBM Feature-Extraction Capabilities by "Dreaming" Mechanism. IEEE Trans. Neural Networks Learn. Syst. 35(1): 1172-1181 (2024) - [i8]Alberto Fachechi, Elena Agliari, Miriam Aquaro, Anthony Coolen, Menno Mulder:
Fundamental operating regimes, hyper-parameter fine-tuning and glassiness: towards an interpretable replica-theory for trained restricted Boltzmann machines. CoRR abs/2406.09924 (2024) - 2023
- [j13]Elena Agliari, Miriam Aquaro, Adriano Barra, Alberto Fachechi, Chiara Marullo:
From Pavlov Conditioning to Hebb Learning. Neural Comput. 35(5): 930-957 (2023) - [i7]Elena Agliari, Miriam Aquaro, Francesco Alemanno, Alberto Fachechi:
Regularization, early-stopping and dreaming: a Hopfield-like setup to address generalization and overfitting. CoRR abs/2308.01421 (2023) - 2022
- [j12]Elena Agliari, Francesca Elisa Leonelli, Chiara Marullo:
Storing, learning and retrieving biased patterns. Appl. Math. Comput. 415: 126716 (2022) - [j11]Elena Agliari, Francesco Alemanno, Adriano Barra, Giordano De Marzo:
The emergence of a concept in shallow neural networks. Neural Networks 148: 232-253 (2022) - [i6]Francesco Alemanno, Miriam Aquaro, Ido Kanter, Adriano Barra, Elena Agliari:
Supervised Hebbian learning: toward eXplainable AI. CoRR abs/2203.01304 (2022) - 2021
- [j10]Chiara Marullo, Elena Agliari:
Boltzmann Machines as Generalized Hopfield Networks: A Review of Recent Results and Outlooks. Entropy 23(1): 34 (2021) - [j9]Francesca Elisa Leonelli, Elena Agliari, Linda Albanese, Adriano Barra:
On the effective initialisation for restricted Boltzmann machines via duality with Hopfield model. Neural Networks 143: 314-326 (2021) - 2020
- [j8]Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi:
Generalized Guerra's interpolation schemes for dense associative neural networks. Neural Networks 128: 254-267 (2020)
2010 – 2019
- 2019
- [j7]Alberto Fachechi, Elena Agliari, Adriano Barra:
Dreaming neural networks: Forgetting spurious memories and reinforcing pure ones. Neural Networks 112: 24-40 (2019) - 2018
- [j6]Elena Agliari, Adriano Barra, Giulio Landolfi, Sara Murciano, Sarah Perrone:
Complex Reaction Kinetics in Chemistry: A Unified Picture Suggested by Mechanics in Physics. Complex. 2018: 7423297:1-7423297:16 (2018) - [i5]Alberto Fachechi, Elena Agliari, Adriano Barra:
Dreaming neural networks: forgetting spurious memories and reinforcing pure ones. CoRR abs/1810.12217 (2018) - [i4]Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi:
Dreaming neural networks: rigorous results. CoRR abs/1812.09077 (2018) - 2015
- [j5]Paolo Sgrignoli, Elena Agliari, Raffaella Burioni, Augusto Schianchi:
Instability and network effects in innovative markets. Math. Comput. Simul. 108: 260-271 (2015) - [j4]Elena Agliari, Adriano Barra, Andrea Galluzzi, Francesco Guerra, Daniele Tantari, Flavia Tavani:
Hierarchical neural networks perform both serial and parallel processing. Neural Networks 66: 22-35 (2015) - 2014
- [j3]Elena Agliari, Adriano Barra, Andrea Galluzzi, Marco Isopi:
Multitasking attractor networks with neuronal threshold noise. Neural Networks 49: 19-29 (2014) - [c1]Elena Agliari, Adriano Barra, Andrea Galluzzi, Daniele Tantari, Flavia Tavani:
A Walk in the Statistical Mechanical Formulation of Neural Networks - Alternative Routes to Hebb Prescription. IJCCI (NCTA) 2014: 210-217 - [i3]Paolo Sgrignoli, Elena Agliari, Raffaella Burioni, Augusto Schianchi:
Instability and network effects in innovative markets. CoRR abs/1409.3837 (2014) - 2013
- [j2]Elena Agliari, Adriano Barra, Andrea De Antoni, Andrea Galluzzi:
Parallel retrieval of correlated patterns: From Hopfield networks to Boltzmann machines. Neural Networks 38: 52-63 (2013) - 2011
- [i2]Elena Agliari, Claudia Cioli, Enore Guadagnini:
Percolation on correlated random networks. CoRR abs/1109.0839 (2011) - 2010
- [j1]Elena Agliari, Oliver Mülken, Alexander Blumen:
Continuous-Time Quantum Walks and Trapping. Int. J. Bifurc. Chaos 20(2): 271-279 (2010) - [i1]Adriano Barra, Elena Agliari:
A statistical mechanics approach to Granovetter theory. CoRR abs/1012.1272 (2010)
Coauthor Index
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