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Perspectives on adaptive dynamical systems.
Chaos. 2023 Jul 1;33(7):071501. doi: 10.1063/5.0147231.
Chaos. 2023.
PMID: 37486668
Data-driven emergence of convolutional structure in neural networks.
Ingrosso A, Goldt S.
Ingrosso A, et al. Among authors: goldt s.
Proc Natl Acad Sci U S A. 2022 Oct 4;119(40):e2201854119. doi: 10.1073/pnas.2201854119. Epub 2022 Sep 26.
Proc Natl Acad Sci U S A. 2022.
PMID: 36161906
Free PMC article.
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Bayesian reconstruction of memories stored in neural networks from their connectivity.
Goldt S, Krzakala F, Zdeborová L, Brunel N.
Goldt S, et al.
PLoS Comput Biol. 2023 Jan 30;19(1):e1010813. doi: 10.1371/journal.pcbi.1010813. eCollection 2023 Jan.
PLoS Comput Biol. 2023.
PMID: 36716332
Free PMC article.
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Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup.
Goldt S, Advani MS, Saxe AM, Krzakala F, Zdeborová L.
Goldt S, et al.
J Stat Mech. 2020 Dec;2020(12):124010. doi: 10.1088/1742-5468/abc61e. Epub 2020 Dec 21.
J Stat Mech. 2020.
PMID: 34262607
Free PMC article.
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Stochastic Thermodynamics of Learning.
Goldt S, Seifert U.
Goldt S, et al.
Phys Rev Lett. 2017 Jan 6;118(1):010601. doi: 10.1103/PhysRevLett.118.010601. Epub 2017 Jan 6.
Phys Rev Lett. 2017.
PMID: 28106416
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Role of the potential landscape on the single-file diffusion through channels.
Goldt SD, Terentjev EM.
Goldt SD, et al.
J Chem Phys. 2014 Dec 14;141(22):224901. doi: 10.1063/1.4903175.
J Chem Phys. 2014.
PMID: 25494767
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Zinc finger proteins and the 3D organization of chromosomes.
Feinauer CJ, Hofmann A, Goldt S, Liu L, Máté G, Heermann DW.
Feinauer CJ, et al. Among authors: goldt s.
Adv Protein Chem Struct Biol. 2013;90:67-117. doi: 10.1016/B978-0-12-410523-2.00003-1.
Adv Protein Chem Struct Biol. 2013.
PMID: 23582202
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[Educating the asthma patient for routine illness management. Assuring long-term therapeutic success].
Heinl KW, Goldt S, Hägele R, Petermann F.
Heinl KW, et al. Among authors: goldt s.
MMW Fortschr Med. 1999 Aug 26;141(34):29-32.
MMW Fortschr Med. 1999.
PMID: 10726132
German.
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