Elena Agliari

According to our database, Elena Agliari authored at least 20 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Outperforming RBM Feature-Extraction Capabilities by "Dreaming" Mechanism.

Alberto Fachechi, Adriano Barra, Elena Agliari, Francesco Alemanno

IEEE Trans. Neural Networks Learn. Syst., January, 2024

2023

From Pavlov Conditioning to Hebb Learning.

Elena Agliari, Miriam Aquaro, Adriano Barra, Alberto Fachechi, Chiara Marullo

Neural Comput., May, 2023

Regularization, early-stopping and dreaming: a Hopfield-like setup to address generalization and overfitting.

Elena Agliari, Miriam Aquaro, Francesco Alemanno, Alberto Fachechi

CoRR, 2023

2022

The emergence of a concept in shallow neural networks.

Elena Agliari, Francesco Alemanno, Adriano Barra, Giordano De Marzo

Neural Networks, 2022

Supervised Hebbian learning: toward eXplainable AI.

Francesco Alemanno, Miriam Aquaro, Ido Kanter, Adriano Barra, Elena Agliari

CoRR, 2022

Storing, learning and retrieving biased patterns.

Elena Agliari, Francesca Elisa Leonelli, Chiara Marullo

Appl. Math. Comput., 2022

2021

On the effective initialisation for restricted Boltzmann machines via duality with Hopfield model.

Francesca Elisa Leonelli, Elena Agliari, Linda Albanese, Adriano Barra

Neural Networks, 2021

Boltzmann Machines as Generalized Hopfield Networks: A Review of Recent Results and Outlooks.

Chiara Marullo, Elena Agliari

Entropy, 2021

2020

Generalized Guerra's interpolation schemes for dense associative neural networks.

Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi

Neural Networks, 2020

2019

Dreaming neural networks: Forgetting spurious memories and reinforcing pure ones.

Alberto Fachechi, Elena Agliari, Adriano Barra

Neural Networks, 2019

2018

Dreaming neural networks: rigorous results.

Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi

CoRR, 2018

Complex Reaction Kinetics in Chemistry: A Unified Picture Suggested by Mechanics in Physics.

Elena Agliari, Adriano Barra, Giulio Landolfi, Sara Murciano, Sarah Perrone

Complex., 2018

2015

Hierarchical neural networks perform both serial and parallel processing.

Elena Agliari, Adriano Barra, Andrea Galluzzi, Francesco Guerra, Daniele Tantari, Flavia Tavani

Neural Networks, 2015

Instability and network effects in innovative markets.

Paolo Sgrignoli, Elena Agliari, Raffaella Burioni, Augusto Schianchi

Math. Comput. Simul., 2015

2014

Multitasking attractor networks with neuronal threshold noise.

Elena Agliari, Adriano Barra, Andrea Galluzzi, Marco Isopi

Neural Networks, 2014

A Walk in the Statistical Mechanical Formulation of Neural Networks - Alternative Routes to Hebb Prescription.

Elena Agliari, Adriano Barra, Andrea Galluzzi, Daniele Tantari, Flavia Tavani

Proceedings of the NCTA 2014 - Proceedings of the International Conference on Neural Computation Theory and Applications, part of IJCCI 2014, Rome, Italy, 22, 2014

2013

Parallel retrieval of correlated patterns: From Hopfield networks to Boltzmann machines.

Elena Agliari, Adriano Barra, Andrea De Antoni, Andrea Galluzzi

Neural Networks, 2013

2011

Percolation on correlated random networks

Elena Agliari, Claudia Cioli, Enore Guadagnini

CoRR, 2011

2010

Continuous-Time Quantum Walks and Trapping.

Elena Agliari, Oliver Mülken, Alexander Blumen

Int. J. Bifurc. Chaos, 2010

A statistical mechanics approach to Granovetter theory

Adriano Barra, Elena Agliari

CoRR, 2010