| Nome |
# |
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Machine learning and statistical physics: preface, file e3835328-ce00-15e8-e053-a505fe0a3de9
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1.156
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Boltzmann machines as generalized hopfield networks: A review of recent results and outlooks, file e3835329-6c1a-15e8-e053-a505fe0a3de9
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188
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Generalized Guerra’s interpolation schemes for dense associative neural networks, file e3835326-2416-15e8-e053-a505fe0a3de9
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159
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Organs on chip approach: A tool to evaluate cancer-immune cells interactions, file e3835318-786b-15e8-e053-a505fe0a3de9
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123
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Outperforming RBM Feature-Extraction Capabilities by "Dreaming" Mechanism, file 5ca43ef2-dfa3-44f3-a6e8-8450edabf348
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117
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Anergy in self-directed B lymphocytes: A statistical mechanics perspective, file e383532a-4109-15e8-e053-a505fe0a3de9
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114
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The exact Laplacian spectrum for the Dyson hierarchical network, file e3835316-46ee-15e8-e053-a505fe0a3de9
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113
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Detecting cardiac pathologies via machine learning on heart-rate variability time series and related markers, file e3835326-d75e-15e8-e053-a505fe0a3de9
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113
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Two-particle problem in comblike structures, file e3835314-a6d1-15e8-e053-a505fe0a3de9
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108
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Social interaction effects on immigrant integration, file e383531d-20f3-15e8-e053-a505fe0a3de9
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108
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Complete integrability of information processing by biochemical reactions, file e3835315-f463-15e8-e053-a505fe0a3de9
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98
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Complex reaction kinetics in chemistry: a unified picture suggested by mechanics in physics, file e383531a-3556-15e8-e053-a505fe0a3de9
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97
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The relativistic Hopfield network: Rigorous results, file e3835320-d1c8-15e8-e053-a505fe0a3de9
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94
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null, file e3835314-a830-15e8-e053-a505fe0a3de9
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92
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Learning and Retrieval Operational Modes for Three-Layer Restricted Boltzmann Machines, file e383532d-c6ba-15e8-e053-a505fe0a3de9
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92
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Assessing the role of migration as trade-facilitator using the statistical mechanics of cooperative systems, file e3835316-01df-15e8-e053-a505fe0a3de9
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82
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Supervised Hebbian learning, file 7ca142e3-12a3-42a0-9eaa-00536422faea
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64
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First-passage phenomena in hierarchical networks, file e3835314-a1a4-15e8-e053-a505fe0a3de9
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60
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null, file e3835329-08e6-15e8-e053-a505fe0a3de9
|
57
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Analysis of temporal correlation in heart rate variability through maximum entropy principle in a minimal pairwise glassy model, file e3835328-2b20-15e8-e053-a505fe0a3de9
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50
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A statistical inference approach to reconstruct intercellular interactions in cell migration experiments, file e3835326-e1fb-15e8-e053-a505fe0a3de9
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49
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On the Marchenko-Pastur law in analog bipartite spin-glasses, file e3835328-d0b8-15e8-e053-a505fe0a3de9
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45
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Free energies of Boltzmann machines: self-averaging, annealed and replica symmetric approximations in the thermodynamic limit, file e3835328-e383-15e8-e053-a505fe0a3de9
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45
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Scaling laws for diffusion on (trans)fractal scale-free networks, file e383532a-1a31-15e8-e053-a505fe0a3de9
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38
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Nonlinear PDEs approach to statistical mechanics of dense associative memories, file 182b2895-d8f6-42a2-bc85-deea95863253
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37
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Lévy flights with power-law absorption, file e3835314-a69e-15e8-e053-a505fe0a3de9
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35
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The relativistic Hopfield model with correlated patterns, file e3835328-c1ae-15e8-e053-a505fe0a3de9
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33
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Non-convex Multi-species Hopfield Models, file e3835329-42d8-15e8-e053-a505fe0a3de9
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33
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Dreaming neural networks: Rigorous results, file e3835329-1b12-15e8-e053-a505fe0a3de9
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27
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Tolerance versus synaptic noise in dense associative memories, file e3835328-d671-15e8-e053-a505fe0a3de9
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26
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null, file e3835329-5384-15e8-e053-a505fe0a3de9
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21
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null, file e3835329-384b-15e8-e053-a505fe0a3de9
|
17
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Exact calculations of first-passage properties on the pseudofractal scale-free web, file e383532a-1a2b-15e8-e053-a505fe0a3de9
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17
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Hitting and trapping times on branched structures, file e383532a-1a34-15e8-e053-a505fe0a3de9
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17
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Ultrametric identities in glassy models of natural evolution, file fb13e556-f477-438a-9984-23ee97b06369
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16
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Topological properties of hierarchical networks, file e3835313-84e7-15e8-e053-a505fe0a3de9
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11
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Parallel learning by multitasking neural networks, file 7e0d0d1a-161d-4772-8399-fb55f76f5322
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9
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null, file e3835329-cecd-15e8-e053-a505fe0a3de9
|
9
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Hitting and trapping times on branched structures, file e3835313-81eb-15e8-e053-a505fe0a3de9
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6
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Dreaming neural networks: Forgetting spurious memories and reinforcing pure ones, file e3835320-d1c3-15e8-e053-a505fe0a3de9
|
6
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Multitasking attractor networks with neuronal threshold noise, file e3835312-32a0-15e8-e053-a505fe0a3de9
|
5
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null, file e3835313-8212-15e8-e053-a505fe0a3de9
|
5
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Neural Networks with a Redundant Representation: Detecting the Undetectable, file e3835324-9d09-15e8-e053-a505fe0a3de9
|
5
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Tolerance versus synaptic noise in dense associative memories, file e3835328-5138-15e8-e053-a505fe0a3de9
|
5
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Hebbian dreaming for small datasets, file f489888c-697c-44c7-b174-5bebdaf23e6d
|
5
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From Pavlov Conditioning to Hebb Learning, file 69abd16a-9e17-4cca-94ec-c346ab3de88e
|
4
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The true reinforced random walk with bias, file e3835313-820d-15e8-e053-a505fe0a3de9
|
4
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null, file e3835314-1973-15e8-e053-a505fe0a3de9
|
4
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A random walk in diffusion phenomena and statistical mechanics, file e3835316-0ee4-15e8-e053-a505fe0a3de9
|
4
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Modeling ozone uptake by urban and peri-urban forest. A case study in the metropolitan city of Rome, file e383531a-0850-15e8-e053-a505fe0a3de9
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4
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Elementi di processazione di informazione nei sistemi biologici ed artificiali, file e383531a-5ca7-15e8-e053-a505fe0a3de9
|
4
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Exact results for the first-passage properties in a class of fractal networks, file e3835320-933c-15e8-e053-a505fe0a3de9
|
4
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Dense Hebbian neural networks: A replica symmetric picture of unsupervised learning, file 964a0745-1da4-40b0-a6a6-a7b541220d6f
|
3
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Application of a Stochastic Modeling to Assess the Evolution of Tuberculous and Non-Tuberculous Mycobacterial Infection in Patients Treated with Tumor Necrosis Factor Inhibitors, file e3835312-009f-15e8-e053-a505fe0a3de9
|
3
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A stochastic approach for quantifying immigrant integration: the Spanish test case, file e3835313-8e02-15e8-e053-a505fe0a3de9
|
3
|
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Some Thoughts on the Ontogenesis in B-Cell Immune Networks, file e383531a-5425-15e8-e053-a505fe0a3de9
|
3
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Non-convex Multi-species Hopfield Models, file e383531c-cedb-15e8-e053-a505fe0a3de9
|
3
|
|
First encounters on combs, file e3835324-9715-15e8-e053-a505fe0a3de9
|
3
|
|
On the Marchenko-Pastur law in analog bipartite spin-glasses, file e3835324-9cfe-15e8-e053-a505fe0a3de9
|
3
|
|
On the effective initialisation for restricted Boltzmann machines via duality with Hopfield model, file e383532c-d3eb-15e8-e053-a505fe0a3de9
|
3
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A spectral approach to Hebbian-like neural networks, file 28ad38ef-fc0f-47d3-9c94-4c240969eccd
|
2
|
|
Dense Hebbian neural networks: A replica symmetric picture of supervised learning, file df613e25-f9ab-4d41-afbb-6013fbe3054a
|
2
|
|
Cancer-driven dynamics of immune cells in a microfluidic environment, file e3835313-73c8-15e8-e053-a505fe0a3de9
|
2
|
|
null, file e3835313-74c5-15e8-e053-a505fe0a3de9
|
2
|
|
null, file e3835313-84e8-15e8-e053-a505fe0a3de9
|
2
|
|
Exact calculations of first-passage properties on the pseudofractal scale-free web, file e3835313-884f-15e8-e053-a505fe0a3de9
|
2
|
|
Instability and network effects in innovative markets, file e3835313-8f52-15e8-e053-a505fe0a3de9
|
2
|
|
Notes on the p-spin glass studied via Hamilton-Jacobi and smooth-cavity techniques, file e3835314-1693-15e8-e053-a505fe0a3de9
|
2
|
|
Parallel processing in immune networks, file e3835314-1fe7-15e8-e053-a505fe0a3de9
|
2
|
|
Scaling laws for diffusion on (trans)fractal scale-free networks, file e3835318-1423-15e8-e053-a505fe0a3de9
|
2
|
|
Free energies of Boltzmann machines: self-averaging, annealed and replica symmetric approximations in the thermodynamic limit, file e3835320-933f-15e8-e053-a505fe0a3de9
|
2
|
|
Optimization strategies with resource scarcity: From immunization of networks to the traveling salesman problem, file e3835321-a89c-15e8-e053-a505fe0a3de9
|
2
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Le reti del sistema immunitario da una prospettiva di meccanica statistica, file e3835321-a8a1-15e8-e053-a505fe0a3de9
|
2
|
|
Dreaming neural networks: Rigorous results, file e3835324-9d00-15e8-e053-a505fe0a3de9
|
2
|
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Replica symmetry breaking in neural networks: A few steps toward rigorous results, file e3835328-470a-15e8-e053-a505fe0a3de9
|
2
|
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Machine learning and statistical physics: preface, file e3835328-d338-15e8-e053-a505fe0a3de9
|
2
|
|
The emergence of a concept in shallow neural networks, file e383532e-03c0-15e8-e053-a505fe0a3de9
|
2
|
|
Neural Networks with a Redundant Representation: Detecting the Undetectable, file 872e43ea-62d2-4c59-8bd0-0ba32ffe8540
|
1
|
|
null, file e3835313-75ea-15e8-e053-a505fe0a3de9
|
1
|
|
Mean-field cooperativity in chemical kinetics, file e3835314-11b0-15e8-e053-a505fe0a3de9
|
1
|
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Immune networks: Multi-tasking capabilities at medium load, file e3835314-24ef-15e8-e053-a505fe0a3de9
|
1
|
|
Ferromagnetic models for cooperative behavior: Revisiting Universality in complex phenomena, file e3835316-c05e-15e8-e053-a505fe0a3de9
|
1
|
|
Retrieving infinite numbers of patterns in a spin-glass model of immune networks, file e3835317-188a-15e8-e053-a505fe0a3de9
|
1
|
|
Motifs stability in hierarchical modular networks, file e383531e-9363-15e8-e053-a505fe0a3de9
|
1
|
|
The relativistic Hopfield model with correlated patterns, file e3835328-ce02-15e8-e053-a505fe0a3de9
|
1
|
|
A random walk in diffusion phenomena and statistical mechanics, file e383532c-a977-15e8-e053-a505fe0a3de9
|
1
|
|
Storing, learning and retrieving biased patterns, file e383532d-dced-15e8-e053-a505fe0a3de9
|
1
|
|
A transport equation approach for deep neural networks with quenched random weights, file e383532f-2bdb-15e8-e053-a505fe0a3de9
|
1
|
| Totale |
3.704 |