Adriano Barra

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 16

Top Topics

Hebbian Learning

Restricted Boltzmann Machine

Top Venues

Neural Networks

IEEE Trans. Neural Networks Learn. Syst.

Publications

Elena Agliari, Francesco Alemanno, Miriam Aquaro, Adriano Barra, Fabrizio Durante, Ido Kanter
Hebbian dreaming for small datasets. Neural Networks 173 (2024)
Alberto Fachechi, Adriano Barra, Elena Agliari, Francesco Alemanno
Outperforming RBM Feature-Extraction Capabilities by "Dreaming" Mechanism. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Elena Agliari, Miriam Aquaro, Adriano Barra, Alberto Fachechi, Chiara Marullo
From Pavlov Conditioning to Hebb Learning. Neural Comput. 35 (5) (2023)
Francesco Alemanno, Miriam Aquaro, Ido Kanter, Adriano Barra, Elena Agliari
Supervised Hebbian learning: toward eXplainable AI. CoRR (2022)
Elena Agliari, Francesco Alemanno, Adriano Barra, Giordano De Marzo
The emergence of a concept in shallow neural networks. Neural Networks 148 (2022)
Adriano Barra, Giovanni Catania, Aurélien Decelle, Beatriz Seoane
Thermodynamics of bidirectional associative memories. CoRR (2022)
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 (2021)
Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi
Generalized Guerra's interpolation schemes for dense associative neural networks. Neural Networks 128 (2020)
Alberto Fachechi, Elena Agliari, Adriano Barra
Dreaming neural networks: Forgetting spurious memories and reinforcing pure ones. Neural Networks 112 (2019)
Adriano Barra, Matteo Beccaria, Alberto Fachechi
A new mechanical approach to handle generalized Hopfield neural networks. Neural Networks 106 (2018)
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 (2018)
Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi
Dreaming neural networks: rigorous results. CoRR (2018)
Adriano Barra, Matteo Beccaria, Alberto Fachechi
A relativistic extension of Hopfield neural networks via the mechanical analogy. CoRR (2018)
Alberto Fachechi, Elena Agliari, Adriano Barra
Dreaming neural networks: forgetting spurious memories and reinforcing pure ones. CoRR (2018)
Adriano Barra, Giuseppe Genovese, Daniele Tantari, Peter Sollich
Phase Diagram of Restricted Boltzmann Machines and Generalised Hopfield Networks with Arbitrary Priors. CoRR (2017)
Adriano Barra, Giuseppe Genovese, Peter Sollich, Daniele Tantari
Phase transitions in Restricted Boltzmann Machines with generic priors. CoRR (2016)
Elena Agliari, Adriano Barra, Andrea Galluzzi, Francesco Guerra, Daniele Tantari, Flavia Tavani
Hierarchical neural networks perform both serial and parallel processing. Neural Networks 66 (2015)
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)
Elena Agliari, Adriano Barra, Andrea Galluzzi, Marco Isopi
Multitasking attractor networks with neuronal threshold noise. Neural Networks 49 (2014)
Elena Agliari, Adriano Barra, Andrea De Antoni, Andrea Galluzzi
Parallel retrieval of correlated patterns: From Hopfield networks to Boltzmann machines. Neural Networks 38 (2013)
Adriano Barra, Alberto Bernacchia, Enrica Santucci, Pierluigi Contucci
On the equivalence of Hopfield networks and Boltzmann Machines. Neural Networks 34 (2012)
Adriano Barra, Alberto Bernacchia, Enrica Santucci, Pierluigi Contucci
On the equivalence of Hopfield Networks and Restricted Boltzmann Machines CoRR (2011)
Adriano Barra, Elena Agliari
A statistical mechanics approach to Granovetter theory CoRR (2010)