Andrea Alessandrelli

@di.unipi.it

Computer Science
Università di Pisa

RESEARCH, TEACHING, or OTHER INTERESTS

Artificial Intelligence, Statistics, Probability and Uncertainty, Mathematical Physics, Statistical and Nonlinear Physics
175

Scholar Citations

8

Scholar h-index

8

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Partial annealing and pattern decorrelation in associative neural networks
    L Albanese, A Alessandrelli, A Barra, S Franz, F Ricci-Tersenghi
    arXiv preprint arXiv:2605.10304 , 2026
    2026
  • Dense Associative Memory with biased patterns: a Replica Symmetric analysis
    L Albanese, A Alessandrelli, F Carella
    arXiv preprint arXiv:2604.02789 , 2026
    2026
  • A Federated Many-to-One Hopfield model for associative Neural Networks
    A Alessandrelli, F Durante, A Ladiana, A Lepre
    arXiv preprint arXiv:2603.19902 , 2026
    2026
  • From Dense to Heterogeneous Networks: Unveiling the Power of Interactions
    A Alessandrelli
    2026
  • Serial vs parallel recall in the Blume-Every-Griffiths neural networks
    L Albanese, A Alessandrelli, A Barra, ENM Cirillo
    Physica A: Statistical Mechanics and its Applications, 131338 , 2026
    2026
  • Yet another exponential Hopfield model
    L Albanese, A Alessandrelli, A Barra, P Sollich
    Physica A: Statistical Mechanics and its Applications, 131223 , 2025
    2025
    Citations: 5
  • Networks of Hebbian networks: more is different
    E Agliari, A Alessandrelli, A Barra, MS Centonze, F Ricci-Tersenghi
    Neural Networks, 108181 , 2025
    2025
  • Boolean Sherrington–Kirkpatrick model: L. Albanese, A. Alessandrelli
    L Albanese, A Alessandrelli
    Bollettino dell'Unione Matematica Italiana, 1-11 , 2025
    2025
  • Supervised and unsupervised protocols for hetero-associative neural networks
    A Alessandrelli, A Barra, A Ladiana, A Lepre, F Ricci-Tersenghi
    Physica A: Statistical Mechanics and its Applications, 130871 , 2025
    2025
    Citations: 4
  • Multi-channel pattern reconstruction through -directional associative memories
    E Agliari, A Alessandrelli, PD Mourao, A Fachechi
    arXiv preprint arXiv:2503.06274 , 2025
    2025
    Citations: 3
  • Beyond Disorder: Unveiling Cooperativeness in Multidirectional Associative Memories
    A Alessandrelli, A Barra, A Ladiana, A Lepre, F Ricci-Tersenghi
    arXiv preprint arXiv:2503.04454 , 2025
    2025
    Citations: 4
  • Networks of neural networks: more is different
    E Agliari, A Alessandrelli, A Barra, MS Centonze, F Ricci-Tersenghi
    arXiv preprint arXiv:2501.16789 , 2025
    2025
    Citations: 10
  • Boolean Sherrington–Kirkpatrick model
    A Linda, A Alessandrelli
    BOLLETTINO DELLA UNIONE MATEMATICA ITALIANA , 2025
    2025
  • Multi-channel pattern reconstruction through -directional associative memories
    A Fachechi, E Agliari, A Alessandrelli, PD Mourao
    New frontiers in associative memories , 2025
    2025
    Citations: 2
  • Generalized hetero-associative neural networks
    E Agliari, A Alessandrelli, A Barra, MS Centonze, F Ricci-Tersenghi
    Journal of Statistical Mechanics: Theory and Experiment 2025 (1), 013302 , 2025
    2025
    Citations: 14
  • Boolean SK Model
    L Albanese, A Alessandrelli
    arXiv preprint arXiv:2409.08693 , 2024
    2024
    Citations: 2
  • 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
    Citations: 3
  • 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
  • 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
    2023
    Citations: 14
  • 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
    2023
    Citations: 17

MOST CITED SCHOLAR PUBLICATIONS

  • Replica Symmetry Breaking in Dense Hebbian Neural Networks: L. Albanese et al.
    L Albanese, F Alemanno, A Alessandrelli, A Barra
    Journal of Statistical Physics 189 (2), 24 , 2022
    2022
    Citations: 37
  • 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
    2023
    Citations: 31
  • 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
    2023
    Citations: 17
  • About the de Almeida-Thouless line in neural networks
    L Albanese, A Alessandrelli, A Barra, A Annibale
    arXiv preprint arXiv:2303.06375 , 2023
    2023
    Citations: 15
  • Generalized hetero-associative neural networks
    E Agliari, A Alessandrelli, A Barra, MS Centonze, F Ricci-Tersenghi
    Journal of Statistical Mechanics: Theory and Experiment 2025 (1), 013302 , 2025
    2025
    Citations: 14
  • 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
    2023
    Citations: 14
  • Networks of neural networks: more is different
    E Agliari, A Alessandrelli, A Barra, MS Centonze, F Ricci-Tersenghi
    arXiv preprint arXiv:2501.16789 , 2025
    2025
    Citations: 10
  • On Gaussian spin glass with P-wise interactions
    L Albanese, A Alessandrelli
    Journal of Mathematical Physics 63 (4) , 2022
    2022
    Citations: 10
  • Yet another exponential Hopfield model
    L Albanese, A Alessandrelli, A Barra, P Sollich
    Physica A: Statistical Mechanics and its Applications, 131223 , 2025
    2025
    Citations: 5
  • Supervised and unsupervised protocols for hetero-associative neural networks
    A Alessandrelli, A Barra, A Ladiana, A Lepre, F Ricci-Tersenghi
    Physica A: Statistical Mechanics and its Applications, 130871 , 2025
    2025
    Citations: 4
  • Beyond Disorder: Unveiling Cooperativeness in Multidirectional Associative Memories
    A Alessandrelli, A Barra, A Ladiana, A Lepre, F Ricci-Tersenghi
    arXiv preprint arXiv:2503.04454 , 2025
    2025
    Citations: 4
  • Multi-channel pattern reconstruction through -directional associative memories
    E Agliari, A Alessandrelli, PD Mourao, A Fachechi
    arXiv preprint arXiv:2503.06274 , 2025
    2025
    Citations: 3
  • 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
    Citations: 3
  • Multi-channel pattern reconstruction through -directional associative memories
    A Fachechi, E Agliari, A Alessandrelli, PD Mourao
    New frontiers in associative memories , 2025
    2025
    Citations: 2
  • Boolean SK Model
    L Albanese, A Alessandrelli
    arXiv preprint arXiv:2409.08693 , 2024
    2024
    Citations: 2
  • Dense hebbian neural networks: A replica symmetric picture of unsupervised learning
    A Barra
    Social Science Research Network , 2023
    2023
    Citations: 2
  • Rigorous approaches for spin glass and Gaussian spin glass with P-wise interactions
    L Albanese, A Alessandrelli
    arXiv preprint arXiv:2111.12569 , 2021
    2021
    Citations: 2
  • Partial annealing and pattern decorrelation in associative neural networks
    L Albanese, A Alessandrelli, A Barra, S Franz, F Ricci-Tersenghi
    arXiv preprint arXiv:2605.10304 , 2026
    2026
  • Dense Associative Memory with biased patterns: a Replica Symmetric analysis
    L Albanese, A Alessandrelli, F Carella
    arXiv preprint arXiv:2604.02789 , 2026
    2026
  • A Federated Many-to-One Hopfield model for associative Neural Networks
    A Alessandrelli, F Durante, A Ladiana, A Lepre
    arXiv preprint arXiv:2603.19902 , 2026
    2026