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Andrea Alessandrelli
Andrea Alessandrelli
PhD student in Artificial Intelligence, University of Pisa
E-mail confirmado em phd.unipi.it
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Replica symmetry breaking in dense hebbian neural networks
L Albanese, F Alemanno, A Alessandrelli, A Barra
Journal of Statistical Physics 189 (2), 24, 2022
182022
Dense Hebbian neural networks: a replica symmetric picture of supervised learning
E Agliari, L Albanese, F Alemanno, A Alessandrelli, A Barra, F Giannotti, ...
Physica A: Statistical Mechanics and its Applications 626, 129076, 2023
152023
Parallel learning by multitasking neural networks
E Agliari, A Alessandrelli, A Barra, F Ricci-Tersenghi
Journal of Statistical Mechanics: Theory and Experiment 2023 (11), 113401, 2023
62023
About the de Almeida-Thouless line in neural networks
L Albanese, A Alessandrelli, A Barra, A Annibale
arXiv preprint arXiv:2303.06375, 2023
52023
On Gaussian spin glass with P-wise interactions
L Albanese, A Alessandrelli
Journal of Mathematical Physics 63 (4), 2022
52022
Dense Hebbian neural networks: A replica symmetric picture of unsupervised learning
E Agliari, L Albanese, F Alemanno, A Alessandrelli, A Barra, F Giannotti, ...
Physica A: Statistical Mechanics and its Applications 627, 129143, 2023
32023
Rigorous approaches for spin glass and Gaussian spin glass with P-wise interactions
L Albanese, A Alessandrelli
arXiv preprint arXiv:2111.12569, 2021
22021
Boolean mean field spin glass model: rigorous results
L Albanese, A Alessandrelli
arXiv preprint arXiv:2409.08693, 2024
2024
Generalized hetero-associative neural networks
E Agliari, A Alessandrelli, A Barra, MS Centonze, F Ricci-Tersenghi
arXiv preprint arXiv:2409.08151, 2024
2024
Replica symmetry breaking in supervised and unsupervised Hebbian networks
L Albanese, A Alessandrelli, A Annibale, A Barra
Journal of Physics A: Mathematical and Theoretical 57 (16), 165003, 2024
2024
Unsupervised and Supervised learning by Dense Associative Memory under replica symmetry breaking
L Albanese, A Alessandrelli, A Annibale, A Barra
arXiv preprint arXiv:2312.09638, 2023
2023
Dense Hebbian Neural Networks: A Replica Symmetric Picture of Unsupervised Learning
A Barra, E Agliari, L Albanese, F Alemanno, A Alessandrelli, F Giannotti, ...
Available at SSRN 4357714, 0
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