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Pietro Rotondo
Pietro Rotondo
Unipr, Dipartimento di Scienze Matematiche, Fisiche e Informatiche
Zweryfikowany adres z unipr.it
Tytuł
Cytowane przez
Cytowane przez
Rok
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
532018
Dicke simulators with emergent collective quantum computational abilities
P Rotondo, MC Lagomarsino, G Viola
Physical review letters 114 (14), 143601, 2015
532015
Intrinsic dimension estimation for locally undersampled data
V Erba, M Gherardi, P Rotondo
Scientific reports 9 (1), 17133, 2019
372019
Replica symmetry breaking in cold atoms and spin glasses
P Rotondo, E Tesio, S Caracciolo
Physical Review B 91 (1), 014415, 2015
272015
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
242020
Counting the learnable functions of geometrically structured data
P Rotondo, MC Lagomarsino, M Gherardi
Physical Review Research 2 (2), 023169, 2020
242020
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
222016
Statistical learning theory of structured data
M Pastore, P Rotondo, V Erba, M Gherardi
Physical Review E 102 (3), 032119, 2020
212020
Beyond the storage capacity: data-driven satisfiability transition
P Rotondo, M Pastore, M Gherardi
Physical Review Letters 125 (12), 120601, 2020
192020
Random geometric graphs in high dimension
V Erba, S Ariosto, M Gherardi, P Rotondo
Physical Review E 102 (1), 012306, 2020
182020
Measuring logic complexity can guide pattern discovery in empirical systems
M Gherardi, P Rotondo
Complexity 21 (S2), 397-408, 2016
182016
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
142019
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
132022
Self-induced glassy phase in multimodal cavity quantum electrodynamics
V Erba, M Pastore, P Rotondo
Physical Review Letters 126 (18), 183601, 2021
92021
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
82023
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
82019
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
72019
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
72018
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
62017
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
52020
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