Supervised hebbian learning F Alemanno, M Aquaro, I Kanter, A Barra, E Agliari Europhysics Letters 141 (1), 11001, 2023 | 24 | 2023 |
From Pavlov conditioning to Hebb learning E Agliari, M Aquaro, A Barra, A Fachechi, C Marullo Neural Computation 35 (5), 930-957, 2023 | 4 | 2023 |
Hebbian dreaming for small datasets E Agliari, F Alemanno, M Aquaro, A Barra, F Durante, I Kanter Neural Networks, 106174, 2024 | 3 | 2024 |
Regularization, early-stopping and dreaming: a Hopfield-like setup to address generalization and overfitting E Agliari, M Aquaro, F Alemanno, A Fachechi arXiv preprint arXiv:2308.01421, 2023 | 3 | 2023 |
Recurrent neural networks that generalize from examples and optimize by dreaming M Aquaro, F Alemanno, I Kanter, F Durante, E Agliari, A Barra arXiv preprint arXiv:2204.07954, 2022 | 3 | 2022 |
Supervised hebbian learning: toward explainable ai F Alemanno, M Aquaro, I Kanter, A Barra, E Agliari arXiv e-prints, arXiv: 2203.01304, 2022 | 3 | 2022 |
Learning in associative networks through Pavlovian dynamics M Aquaro, D Lotito, C Marullo arXiv preprint arXiv:2405.03823, 2024 | | 2024 |
Ultrametric identities in glassy models of natural evolution E Agliari, F Alemanno, M Aquaro, A Barra Journal of Physics A: Mathematical and Theoretical 56 (38), 385001, 2023 | | 2023 |
Pavlov Learning Machines E Agliari, M Aquaro, A Barra, A Fachechi, C Marullo arXiv preprint arXiv:2207.00790, 2022 | | 2022 |
Hebbian Dreaming for Small Datasets M Aquaro, F Alemanno, I Kanter, F Durante, A Barra, E Agliari Available at SSRN 4520891, 0 | | |