Generalization from correlated sets of patterns in the perceptron
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Author(s):
Francesco Borra, Marco Cosentino Lagomarsino, Pietro Rotondo, Marco Gherardi
Published in:
Journal of Physics A: Mathematical and Theoretical, Issue 52/38, 2019, Page(s) 384004, ISSN 1751-8113
Publisher:
Institute of Physics Publishing
DOI:
10.1088/1751-8121/ab3709
Large deviations of the free energy in the p -spin glass spherical model
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Author(s):
Mauro Pastore, Andrea Di Gioacchino, Pietro Rotondo
Published in:
Physical Review Research, Issue 1/3, 2019, ISSN 2643-1564
Publisher:
APS
DOI:
10.1103/physrevresearch.1.033116
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
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Author(s):
Eliana Fiorelli, Pietro Rotondo, Matteo Marcuzzi, Juan P. Garrahan, Igor Lesanovsky
Published in:
Physical Review A, Issue 99/3, 2019, ISSN 2469-9926
Publisher:
APS
DOI:
10.1103/physreva.99.032126
Singularities in large deviations of work in quantum quenches
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Author(s):
P. Rotondo, J. Minář, J. P. Garrahan, I. Lesanovsky, M. Marcuzzi
Published in:
Physical Review B, Issue 98/18, 2018, ISSN 1751-8113
Publisher:
Institute of Physics Publishing
DOI:
10.1103/physrevb.98.184303
Intrinsic dimension estimation for locally undersampled data
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Author(s):
Vittorio Erba, Marco Gherardi, Pietro Rotondo
Published in:
Scientific Reports, Issue 9/1, 2019, ISSN 2045-2322
Publisher:
Nature Publishing Group
DOI:
10.1038/s41598-019-53549-9
Open quantum generalisation of Hopfield neural networks
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Author(s):
P Rotondo, M Marcuzzi, J P Garrahan, I Lesanovsky, M Müller
Published in:
Journal of Physics A: Mathematical and Theoretical, Issue 51/11, 2018, Page(s) 115301, ISSN 1751-8113
Publisher:
Institute of Physics Publishing
DOI:
10.1088/1751-8121/aaabcb
