SDS005
Towards an integrated data science of complex natural systems
Coordinator | Moritz Helias |
Grant period | 2020-01-01 - 2021-12-31 |
Funding body | RWTH/Exzellenzstrategie ; Exploratory Research Space der RWTH Aachen |
RWTH ; ERS | |
Identifier | G:(DE-Juel-1)PF-JARA-SDS005 |
All known publications ...
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Journal Article
Fixed point geometry in chaotic neural networks
Physical review research 7(2), 023203 (2025) [10.1103/PhysRevResearch.7.023203]
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Contribution to a conference proceedings/Contribution to a book
Quark orbital angular momentum in the proton from a twist-3 generalized parton distribution
The 40th International Symposium on Lattice Field Theory, Fermi National Accelerator LaboratoryFermi National Accelerator Laboratory, USA, 31 Jul 2023 - 4 Aug 2023
Sissa Medialab Trieste, Italy, Proceedings of The 40th International Symposium on Lattice Field Theory — PoS(LATTICE2023) - Sissa Medialab Trieste, Italy, 2024. - ISBN - doi:10.22323/1.453.0316 2p. (2024) [10.22323/1.453.0316]
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Contribution to a conference proceedings/Contribution to a book
Quark orbital angular momentum in the proton from a twist-3 generalized parton distribution
25th International Symposium on Spin Physics, SPIN2023, Durham, NCDurham, NC, USA, 24 Sep 2023 - 29 Sep 2023
Trieste, Italy : Sissa Medialab Trieste, Proceedings of 25th International Symposium on Spin Physics — PoS(SPIN2023) 10p. (2024) [10.22323/1.456.0075]
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Dissertation / PhD Thesis
Machine Learning for Path Deformation and Bayesian Data Analysis in Selected Lattice Field Theories
Bonn : Universitäts- und Landesbibliothek Bonn: bonndoc 151 pp. (2024) [10.34734/FZJ-2024-05279] = Dissertation, Bonn, 2024
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Contribution to a conference proceedings
Moments of Parton Distributions Functions from Lattice QCD at the Physical Point
DIS2023: XXX International Workshop on Deep-Inelastic Scattering and Related Subjects, DIS2023, Michigan State UniversityMichigan State University, USA, 27 Mar 2023 - 31 Mar 2023
7 pp. (2023) [10.34734/FZJ-2023-05487]
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Journal Article
NMDA-driven dendritic modulation enables multitask representation learning in hierarchical sensory processing pathways
Proceedings of the National Academy of Sciences of the United States of America 120(32), e2300558120 (2023) [10.1073/pnas.2300558120]
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Journal Article
A refined information processing capacity metric allows an in-depth analysis of memory and nonlinearity trade-offs in neurocomputational systems
Scientific reports 13(1), 10517 (2023) [10.1038/s41598-023-37604-0]
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Journal Article
Statistical temporal pattern extraction by neuronal architecture
Physical review research 5(3), 033177 (2023) [10.1103/PhysRevResearch.5.033177]
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Talk (non-conference) (Invited)
A statistical perspective on learning of time series in neural networks
Seminar Talk, Machine Learning Seminar, AachenAachen, Germany, 13 Jul 2023 - 13 Jul 2023
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Poster (After Call)
Dendritic modulation for multitask representation learning in deep feedforward networks
Cosyne 2023, MontrealMontreal, Canada, 8 Mar 2023 - 16 Mar 2023
[10.34734/FZJ-2023-02506]
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All known publications ...
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