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Adriano Barra
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2020 – today
- 2024
- [j13]Elena Agliari, Francesco Alemanno
, Miriam Aquaro, Adriano Barra, Fabrizio Durante
, Ido Kanter:
Hebbian dreaming for small datasets. Neural Networks 173: 106174 (2024) - [j12]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) - 2023
- [j11]Elena Agliari, Miriam Aquaro, Adriano Barra, Alberto Fachechi
, Chiara Marullo:
From Pavlov Conditioning to Hebb Learning. Neural Comput. 35(5): 930-957 (2023) - 2022
- [j10]Elena Agliari
, Francesco Alemanno
, Adriano Barra
, Giordano De Marzo
:
The emergence of a concept in shallow neural networks. Neural Networks 148: 232-253 (2022) - [i9]Francesco Alemanno, Miriam Aquaro, Ido Kanter, Adriano Barra, Elena Agliari:
Supervised Hebbian learning: toward eXplainable AI. CoRR abs/2203.01304 (2022) - [i8]Adriano Barra, Giovanni Catania, Aurélien Decelle, Beatriz Seoane:
Thermodynamics of bidirectional associative memories. CoRR abs/2211.09694 (2022) - 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) - [j5]Adriano Barra, Matteo Beccaria, Alberto Fachechi
:
A new mechanical approach to handle generalized Hopfield neural networks. Neural Networks 106: 205-222 (2018) - [i7]Adriano Barra, Matteo Beccaria, Alberto Fachechi:
A relativistic extension of Hopfield neural networks via the mechanical analogy. CoRR abs/1801.01743 (2018) - [i6]Alberto Fachechi, Elena Agliari, Adriano Barra:
Dreaming neural networks: forgetting spurious memories and reinforcing pure ones. CoRR abs/1810.12217 (2018) - [i5]Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi:
Dreaming neural networks: rigorous results. CoRR abs/1812.09077 (2018) - 2017
- [i4]Adriano Barra, Giuseppe Genovese, Daniele Tantari, Peter Sollich:
Phase Diagram of Restricted Boltzmann Machines and Generalised Hopfield Networks with Arbitrary Priors. CoRR abs/1702.05882 (2017) - 2016
- [i3]Adriano Barra, Giuseppe Genovese, Peter Sollich, Daniele Tantari:
Phase transitions in Restricted Boltzmann Machines with generic priors. CoRR abs/1612.03132 (2016) - 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 - 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) - 2012
- [j1]Adriano Barra, Alberto Bernacchia, Enrica Santucci, Pierluigi Contucci
:
On the equivalence of Hopfield networks and Boltzmann Machines. Neural Networks 34: 1-9 (2012) - 2011
- [i2]Adriano Barra, Alberto Bernacchia, Enrica Santucci, Pierluigi Contucci:
On the equivalence of Hopfield Networks and Restricted Boltzmann Machines. CoRR abs/1105.2790 (2011) - 2010
- [i1]Adriano Barra, Elena Agliari:
A statistical mechanics approach to Granovetter theory. CoRR abs/1012.1272 (2010)
Coauthor Index
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last updated on 2024-08-05 21:11 CEST by the dblp team
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