Elena Agliari - RankMe

27 papers Journal 26Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Networks of Hebbian networks: more is different. Neural Networks Elena Agliari, Andrea Alessandrelli, Adriano Barra, Martino Centonze, Federico Ricci-Tersenghi
2024	J	`jnl`	A spectral approach to Hebbian-like neural networks. Appl. Math. Comput. Elena Agliari, Alberto Fachechi, Domenico Luongo
2024	J	`jnl`	Fundamental operating regimes, hyper-parameter fine-tuning and glassiness: towards an interpretable replica-theory for trained restricted Boltzmann machines. CoRR Alberto Fachechi, Elena Agliari, Miriam Aquaro, Anthony Coolen, Menno Mulder
2024	J	`jnl`	Hebbian dreaming for small datasets. Neural Networks Elena Agliari, Francesco Alemanno, Miriam Aquaro, Adriano Barra, Fabrizio Durante, Ido Kanter
2024	J	`jnl`	Outperforming RBM Feature-Extraction Capabilities by "Dreaming" Mechanism. IEEE Trans. Neural Networks Learn. Syst. Alberto Fachechi, Adriano Barra, Elena Agliari, Francesco Alemanno
2024	J	`jnl`	Regularization, early-stopping and dreaming: A Hopfield-like setup to address generalization and overfitting. Neural Networks Elena Agliari, Francesco Alemanno, Miriam Aquaro, Alberto Fachechi
2023	J	`jnl`	From Pavlov Conditioning to Hebb Learning. Neural Comput. Elena Agliari, Miriam Aquaro, Adriano Barra, Alberto Fachechi, Chiara Marullo
2023	J	`jnl`	Regularization, early-stopping and dreaming: a Hopfield-like setup to address generalization and overfitting. CoRR Elena Agliari, Miriam Aquaro, Francesco Alemanno, Alberto Fachechi
2022	J	`jnl`	Storing, learning and retrieving biased patterns. Appl. Math. Comput. Elena Agliari, Francesca Elisa Leonelli, Chiara Marullo
2022	J	`jnl`	Supervised Hebbian learning: toward eXplainable AI. CoRR Francesco Alemanno, Miriam Aquaro, Ido Kanter, Adriano Barra, Elena Agliari
2022	J	`jnl`	The emergence of a concept in shallow neural networks. Neural Networks Elena Agliari, Francesco Alemanno, Adriano Barra, Giordano De Marzo
2021	J	`jnl`	Boltzmann Machines as Generalized Hopfield Networks: A Review of Recent Results and Outlooks. Entropy Chiara Marullo, Elena Agliari
2021	J	`jnl`	On the effective initialisation for restricted Boltzmann machines via duality with Hopfield model. Neural Networks Francesca Elisa Leonelli, Elena Agliari, Linda Albanese, Adriano Barra
2020	J	`jnl`	Generalized Guerra's interpolation schemes for dense associative neural networks. Neural Networks Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi
2019	J	`jnl`	Dreaming neural networks: Forgetting spurious memories and reinforcing pure ones. Neural Networks Alberto Fachechi, Elena Agliari, Adriano Barra
2018	J	`jnl`	Complex Reaction Kinetics in Chemistry: A Unified Picture Suggested by Mechanics in Physics. Complex. Elena Agliari, Adriano Barra, Giulio Landolfi, Sara Murciano, Sarah Perrone
2018	J	`jnl`	Dreaming neural networks: forgetting spurious memories and reinforcing pure ones. CoRR Alberto Fachechi, Elena Agliari, Adriano Barra
2018	J	`jnl`	Dreaming neural networks: rigorous results. CoRR Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi
2015	J	`jnl`	Hierarchical neural networks perform both serial and parallel processing. Neural Networks Elena Agliari, Adriano Barra, Andrea Galluzzi, Francesco Guerra, Daniele Tantari, Flavia Tavani
2015	J	`jnl`	Instability and network effects in innovative markets. Math. Comput. Simul. Paolo Sgrignoli, Elena Agliari, Raffaella Burioni, Augusto Schianchi
2014	—	`conf`	A Walk in the Statistical Mechanical Formulation of Neural Networks - Alternative Routes to Hebb Prescription. IJCCI (NCTA) Elena Agliari, Adriano Barra, Andrea Galluzzi, Daniele Tantari, Flavia Tavani
2014	J	`jnl`	Instability and network effects in innovative markets. CoRR Paolo Sgrignoli, Elena Agliari, Raffaella Burioni, Augusto Schianchi
2014	J	`jnl`	Multitasking attractor networks with neuronal threshold noise. Neural Networks Elena Agliari, Adriano Barra, Andrea Galluzzi, Marco Isopi
2013	J	`jnl`	Parallel retrieval of correlated patterns: From Hopfield networks to Boltzmann machines. Neural Networks Elena Agliari, Adriano Barra, Andrea De Antoni, Andrea Galluzzi
2011	J	`jnl`	Percolation on correlated random networks CoRR Elena Agliari, Claudia Cioli, Enore Guadagnini
2010	J	`jnl`	A statistical mechanics approach to Granovetter theory CoRR Adriano Barra, Elena Agliari
2010	J	`jnl`	Continuous-Time Quantum Walks and Trapping. Int. J. Bifurc. Chaos Elena Agliari, Oliver Mülken, Alexander Blumen