SDS005

Towards an integrated data science of complex natural systems

CoordinatorMoritz Helias
Grant period2020-01-01 - 2021-12-31
Funding bodyRWTH/Exzellenzstrategie ; Exploratory Research Space der RWTH Aachen
 RWTH ; ERS
IdentifierG:(DE-Juel-1)PF-JARA-SDS005

Exploratory Research Space: Prep Fund als Anschubfinanzierung zur Schließung strategischer Lücken

 

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;
Fixed point geometry in chaotic neural networks
Physical review research 7(2), 023203 () [10.1103/PhysRevResearch.7.023203] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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 20232023-07-312023-08-04 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. () [10.22323/1.453.0316] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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 20232023-09-242023-09-29 Trieste, Italy : Sissa Medialab Trieste, Proceedings of 25th International Symposium on Spin Physics — PoS(SPIN2023) 10p. () [10.22323/1.456.0075] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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. () [10.34734/FZJ-2024-05279] = Dissertation, Bonn, 2024 OpenAccess  Download fulltext Files  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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 20232023-03-272023-03-31 7 pp. () [10.34734/FZJ-2023-05487] OpenAccess  Download fulltext Files  Download fulltextFulltext Download fulltextFulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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 () [10.1073/pnas.2300558120] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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 () [10.1038/s41598-023-37604-0] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;
Statistical temporal pattern extraction by neuronal architecture
Physical review research 5(3), 033177 () [10.1103/PhysRevResearch.5.033177] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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 20232023-07-132023-07-13  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call)  ;  ;  ;  ;  ;  ;
Dendritic modulation for multitask representation learning in deep feedforward networks
Cosyne 2023, MontrealMontreal, Canada, 8 Mar 2023 - 16 Mar 20232023-03-082023-03-16 [10.34734/FZJ-2023-02506] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS | 


 Record created 2020-10-15, last modified 2021-02-10



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