http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Merger, C. (Corresponding author)FZJ* ; René, A.RWTH* ; Fischer, K.FZJ* ; Bouss, P.FZJ* ; Nestler, S.FZJ* ; Dahmen, D.FZJ* ; Honerkamp, C. ; Helias, M.FZJ*
Learning Interacting Theories from Data
Physical review / X 13(4), 041033 (2023) [10.1103/PhysRevX.13.041033]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Fischer, K. (Corresponding author)FZJ* ; Dahmen, D.FZJ* ; Helias, M.FZJ*
Optimal signal propagation in ResNets through residual scaling
2023Statistical physics & machine learning back together again, CargeseCargese, France, 31 Jul 2023 - 12 Aug 20232023-07-312023-08-12 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Fischer, K. (Corresponding author)FZJ* ; Dahmen, D.FZJ* ; Helias, M.FZJ*
Residual scaling enables optimal signal propagation in ResNets
2023Princeton Machine Learning Theory Summer School, Princeton UniversityPrinceton, Princeton University, USA, 26 Jun 2023 - 30 Jun 20232023-06-262023-06-30 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Bouss, P. (Corresponding author)FZJ* ; Nestler, S.FZJ* ; Fischer, K.FZJ* ; Merger, C. L.FZJ* ; Rene, A.FZJ* ; Helias, M.FZJ*
Nonlinear dimensionality reduction with normalizing flows for analysis of electrophysiological recordings
202332nd Annual Computational Neuroscience Meeting, CNS 2023, LeipzigLeipzig, Germany, 15 Jul 2023 - 19 Jul 20232023-07-152023-07-19 [10.34734/FZJ-2023-02951]   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Fischer, K. (Corresponding author)FZJ* ; Rene, A.FZJ* ; Keup, C.FZJ* ; Layer, M.FZJ* ; Dahmen, D.FZJ* ; Helias, M.FZJ*
Information transfer between correlation functions in neural networks
2023Les Houches Workshop: Towards a theory of artificial and biological neural networks, Les HouchesLes Houches, France, 19 Feb 2023 - 24 Feb 20232023-02-192023-02-24 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Morales-Gregorio, A. (Corresponding author)FZJ* ; Kleinjohann, A.FZJ* ; Ito, J.FZJ* ; Albers, J.FZJ* ; Fischer, K.FZJ* ; Grün, S.FZJ* ; van Albada, S.FZJ*
Oscillating neural activity saves energy via reduced Na+ ion flux
2022INM-IBI Retreat, JuelichJuelich, Germany, 18 Oct 2022 - 19 Oct 20222022-10-182022-10-19 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Fischer, K. (Corresponding author)FZJ* ; René, A.FZJ* ; Keup, C.FZJ* ; Layer, M.FZJ* ; Dahmen, D.FZJ* ; Helias, M.FZJ*
Decomposing neural networks as mappings of correlation functions
Physical review research 4(4), 043143 (2022) [10.1103/PhysRevResearch.4.043143]2022   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Fischer, K. (Corresponding author)FZJ* ; Rene, A.FZJ* ; Keup, C.FZJ* ; Layer, M.FZJ* ; Dahmen, D.FZJ* ; Helias, M.FZJ*
Statistical decomposition of feed-forward neural networks: Transfer of information between correlation functions
2022INM IBI Retreat 2022, JuelichJuelich, Germany, 18 Oct 2022 - 19 Oct 20222022-10-182022-10-19 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Fischer, K. (Corresponding author)FZJ* ; Rene, A.FZJ* ; Keup, C.FZJ* ; Layer, M.FZJ* ; Dahmen, D.FZJ* ; Helias, M.FZJ*
Statistical decomposition of neural networks: Information transfer between correlation functions
2022Bernstein conference, BerlinBerlin, Germany, 14 Sep 2022 - 16 Sep 20222022-09-142022-09-16 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (Invited) Dick, M.FZJ* ; Fischer, K.FZJ*
Tutorials on Formal Mean Fields
2021EITN fall school, ParisParis, France, 21 Sep 2021 - 21 Sep 20212021-09-212021-09-21 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Master Thesis Fischer, K. (Corresponding author)FZJ* ; Helias, M. (Thesis advisor)FZJ* ; Dahmen, D. (Thesis advisor)FZJ*
Decomposition of Deep Neural Networks into Correlation Functions
91 p. (2020)2020 = Masterarbeit, RWTH Aachen University, 2020   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS