| Open quantum generalisation of Hopfield neural networks P Rotondo, M Marcuzzi, JP Garrahan, I Lesanovsky, M Müller Journal of Physics A: Mathematical and Theoretical 51 (11), 115301, 2018 | 53 | 2018 |
| Dicke simulators with emergent collective quantum computational abilities P Rotondo, MC Lagomarsino, G Viola Physical review letters 114 (14), 143601, 2015 | 53 | 2015 |
| Intrinsic dimension estimation for locally undersampled data V Erba, M Gherardi, P Rotondo Scientific reports 9 (1), 17133, 2019 | 37 | 2019 |
| Replica symmetry breaking in cold atoms and spin glasses P Rotondo, E Tesio, S Caracciolo Physical Review B 91 (1), 014415, 2015 | 27 | 2015 |
| Signatures of associative memory behavior in a multimode Dicke model E Fiorelli, M Marcuzzi, P Rotondo, F Carollo, I Lesanovsky Physical Review Letters 125 (7), 070604, 2020 | 24 | 2020 |
| Counting the learnable functions of geometrically structured data P Rotondo, MC Lagomarsino, M Gherardi Physical Review Research 2 (2), 023169, 2020 | 24 | 2020 |
| Devil’s staircase phase diagram of the fractional quantum Hall effect in the thin-torus limit P Rotondo, LG Molinari, P Ratti, M Gherardi Physical Review Letters 116 (25), 256803, 2016 | 22 | 2016 |
| Statistical learning theory of structured data M Pastore, P Rotondo, V Erba, M Gherardi Physical Review E 102 (3), 032119, 2020 | 21 | 2020 |
| Beyond the storage capacity: data-driven satisfiability transition P Rotondo, M Pastore, M Gherardi Physical Review Letters 125 (12), 120601, 2020 | 19 | 2020 |
| Random geometric graphs in high dimension V Erba, S Ariosto, M Gherardi, P Rotondo Physical Review E 102 (1), 012306, 2020 | 18 | 2020 |
| Measuring logic complexity can guide pattern discovery in empirical systems M Gherardi, P Rotondo Complexity 21 (S2), 397-408, 2016 | 18 | 2016 |
| Generalization from correlated sets of patterns in the perceptron F Borra, MC Lagomarsino, P Rotondo, M Gherardi Journal of Physics A: Mathematical and Theoretical 52 (38), 384004, 2019 | 14 | 2019 |
| Statistical mechanics of deep learning beyond the infinite-width limit S Ariosto, R Pacelli, M Pastore, F Ginelli, M Gherardi, P Rotondo arXiv preprint arXiv:2209.04882, 2022 | 13 | 2022 |
| Self-induced glassy phase in multimodal cavity quantum electrodynamics V Erba, M Pastore, P Rotondo Physical Review Letters 126 (18), 183601, 2021 | 9 | 2021 |
| A statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit R Pacelli, S Ariosto, M Pastore, F Ginelli, M Gherardi, P Rotondo Nature Machine Intelligence 5 (12), 1497-1507, 2023 | 8 | 2023 |
| Quantum accelerated approach to the thermal state of classical all-to-all connected spin systems with applications to pattern retrieval in the Hopfield neural network E Fiorelli, P Rotondo, M Marcuzzi, JP Garrahan, I Lesanovsky Physical Review A 99 (3), 032126, 2019 | 8 | 2019 |
| Large deviations of the free energy in the -spin glass spherical model M Pastore, A Di Gioacchino, P Rotondo Physical Review Research 1 (3), 033116, 2019 | 7 | 2019 |
| Singularities in large deviations of work in quantum quenches P Rotondo, J Minář, JP Garrahan, I Lesanovsky, M Marcuzzi Physical Review B 98 (18), 184303, 2018 | 7 | 2018 |
| Unified Fock space representation of fractional quantum Hall states A Di Gioacchino, LG Molinari, V Erba, P Rotondo Physical Review B 95 (24), 245123, 2017 | 6 | 2017 |
| Dynamics of strongly coupled disordered dissipative spin-boson systems E Fiorelli, P Rotondo, F Carollo, M Marcuzzi, I Lesanovsky Physical Review Research 2 (1), 013198, 2020 | 5 | 2020 |
Marco GherardiUniversità degli Studi di MilanoVerified email at mi.infn.it
