Saglietti L - Search Results

1

Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes.

Baldassi C, Borgs C, Chayes JT, Ingrosso A, Lucibello C, Saglietti L, Zecchina R. Baldassi C, et al. Among authors: saglietti l. Proc Natl Acad Sci U S A. 2016 Nov 29;113(48):E7655-E7662. doi: 10.1073/pnas.1608103113. Epub 2016 Nov 15. Proc Natl Acad Sci U S A. 2016. PMID: 27856745 Free PMC article.

2

Subdominant Dense Clusters Allow for Simple Learning and High Computational Performance in Neural Networks with Discrete Synapses.

Baldassi C, Ingrosso A, Lucibello C, Saglietti L, Zecchina R. Baldassi C, et al. Among authors: saglietti l. Phys Rev Lett. 2015 Sep 18;115(12):128101. doi: 10.1103/PhysRevLett.115.128101. Epub 2015 Sep 18. Phys Rev Lett. 2015. PMID: 26431018

3

Learning may need only a few bits of synaptic precision.

Baldassi C, Gerace F, Lucibello C, Saglietti L, Zecchina R. Baldassi C, et al. Among authors: saglietti l. Phys Rev E. 2016 May;93(5):052313. doi: 10.1103/PhysRevE.93.052313. Epub 2016 May 27. Phys Rev E. 2016. PMID: 27300916

4

Role of Synaptic Stochasticity in Training Low-Precision Neural Networks.

Baldassi C, Gerace F, Kappen HJ, Lucibello C, Saglietti L, Tartaglione E, Zecchina R. Baldassi C, et al. Among authors: saglietti l. Phys Rev Lett. 2018 Jun 29;120(26):268103. doi: 10.1103/PhysRevLett.120.268103. Phys Rev Lett. 2018. PMID: 30004730

5

From statistical inference to a differential learning rule for stochastic neural networks.

Saglietti L, Gerace F, Ingrosso A, Baldassi C, Zecchina R. Saglietti L, et al. Interface Focus. 2018 Dec 6;8(6):20180033. doi: 10.1098/rsfs.2018.0033. Epub 2018 Oct 19. Interface Focus. 2018. PMID: 30443331 Free PMC article.

6

Large deviations of semisupervised learning in the stochastic block model.

Cui H, Saglietti L, Zdeborová L. Cui H, et al. Among authors: saglietti l. Phys Rev E. 2022 Mar;105(3-1):034108. doi: 10.1103/PhysRevE.105.034108. Phys Rev E. 2022. PMID: 35428097

7

An analytical theory of curriculum learning in teacher-student networks.

Saglietti L, Mannelli SS, Saxe A. Saglietti L, et al. J Stat Mech. 2022 Nov 1;2022(11):114014. doi: 10.1088/1742-5468/ac9b3c. Epub 2022 Nov 24. J Stat Mech. 2022. PMID: 37817944 Free PMC article.

8

Star-Shaped Space of Solutions of the Spherical Negative Perceptron.

Annesi BL, Lauditi C, Lucibello C, Malatesta EM, Perugini G, Pittorino F, Saglietti L. Annesi BL, et al. Among authors: saglietti l. Phys Rev Lett. 2023 Dec 1;131(22):227301. doi: 10.1103/PhysRevLett.131.227301. Phys Rev Lett. 2023. PMID: 38101365

9

Fluid Status After Cardiac Surgery Assessed by Bioelectrical Impedance Vector Analysis and the Effects of Extracorporeal Circulation.

Costa D, Muzzio M, Saglietti L, Budelli S, Gonzalez CL, Catena E, Córsico L, Iturralde LG, Esperón G, Gregorietti V, Coronel R. Costa D, et al. Among authors: saglietti l. J Cardiothorac Vasc Anesth. 2021 Aug;35(8):2385-2391. doi: 10.1053/j.jvca.2020.09.119. Epub 2020 Sep 22. J Cardiothorac Vasc Anesth. 2021. PMID: 34219659

10

Pallial origin of basal forebrain cholinergic neurons in the nucleus basalis of Meynert and horizontal limb of the diagonal band nucleus.

Pombero A, Bueno C, Saglietti L, Rodenas M, Guimera J, Bulfone A, Martinez S. Pombero A, et al. Among authors: saglietti l. Development. 2011 Oct;138(19):4315-26. doi: 10.1242/dev.069534. Epub 2011 Aug 24. Development. 2011. PMID: 21865321 Free article.

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