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
58 2018 Dicke simulators with emergent collective quantum computational abilities P Rotondo, M Cosentino Lagomarsino, G Viola
Physical review letters 114 (14), 143601, 2015
56 2015 Intrinsic dimension estimation for locally undersampled data V Erba, M Gherardi, P Rotondo
Scientific reports 9 (1), 17133, 2019
43 2019 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
35 * 2023 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
30 2020 Replica symmetry breaking in cold atoms and spin glasses P Rotondo, E Tesio, S Caracciolo
Physical Review B 91 (1), 014415, 2015
26 2015 Counting the learnable functions of geometrically structured data P Rotondo, MC Lagomarsino, M Gherardi
Physical Review Research 2 (2), 023169, 2020
24 2020 Statistical learning theory of structured data M Pastore, P Rotondo, V Erba, M Gherardi
Physical Review E 102 (3), 032119, 2020
23 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 Beyond the storage capacity: data-driven satisfiability transition P Rotondo, M Pastore, M Gherardi
Physical Review Letters 125 (12), 120601, 2020
21 2020 Measuring logic complexity can guide pattern discovery in empirical systems M Gherardi, P Rotondo
Complexity 21 (S2), 397-408, 2016
19 2016 Random geometric graphs in high dimension V Erba, S Ariosto, M Gherardi, P Rotondo
Physical Review E 102 (1), 012306, 2020
18 2020 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
15 2019 Self-induced glassy phase in multimodal cavity quantum electrodynamics V Erba, M Pastore, P Rotondo
Physical Review Letters 126 (18), 183601, 2021
10 2021 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
9 2019 Local Kernel Renormalization as a mechanism for feature learning in overparametrized Convolutional Neural Networks R Aiudi, R Pacelli, A Vezzani, R Burioni, P Rotondo
arXiv preprint arXiv:2307.11807, 2023
8 2023 Large deviations of the free energy in the 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 Inversion dynamics of class manifolds in deep learning reveals tradeoffs underlying generalization S Ciceri, L Cassani, M Osella, P Rotondo, F Valle, M Gherardi
Nature Machine Intelligence 6 (1), 40-47, 2024
5 2024 
Marco GherardiUniversità degli Studi di MilanoEmail verificata su mi.infn.it
