neuroIC002

⇧ Exploratory Research Space: Seed Fund (2) als Anschubfinanzierung zur Erforschung neuer interdisziplinärer Ideen ⇧

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Book/Dissertation / PhD Thesis Fischer, K. (Corresponding author)FZJ*
Mechanics of deep neural networks beyond the Gaussian limit
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Schriften des Forschungszentrums Jülich Reihe Information / Information 110, 165 pp. (2025) [10.34734/FZJ-2025-02100]2025 = Dissertation, RWTH Aachen University, 2025   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call) Fischer, K. (Corresponding author)FZJ* ; Dahmen, D.FZJ* ; Helias, M.FZJ*
Response functions in residual networks as a measure for signal propagation
2025DPG Spring Meeting of the Condensed Matter Section, RegensburgRegensburg, Germany, 16 Mar 2025 - 21 Mar 20252025-03-162025-03-21   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Böttcher, J.FZJ* ; Linssen, C.FZJ* ; Ewert, L.FZJ* ; Blaszy, C. ; Morrison, A.FZJ* ; Wybo, W.FZJ*
Elucidating the spatial complexity of brain circuits with the NEST:multiscale toolchain
2024ICNCE-2024, RWTH AachenAachen, RWTH Aachen, Germany, 3 Jun 2024 - 6 Jun 20242024-06-032024-06-06 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Böttcher, J. (Corresponding author)FZJ* ; Linssen, C.FZJ* ; Ewert, L.FZJ* ; Blaszyck, C. ; Morrison, A.FZJ* ; Wybo, W.FZJ*
Preserving network responses under dendritic simplification with the NEST::multiscale toolchain
2024CNS *2024, RWTH AachenNatal, RWTH Aachen, Brazil, 20 Jul 2024 - 24 Jul 20242024-07-202024-07-24 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Wybo, W. A. M. (Corresponding author)FZJ* ; Tsai, M. C. ; Tran, V. A. K.FZJ* ; Illing, B. ; Jordan, J. ; Morrison, A.FZJ* ; Senn, W.
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]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Fischer, K. (Corresponding author)FZJ* ; Dahmen, D.FZJ* ; Helias, M.FZJ*
Optimal signal propagation in ResNets through residual scaling
arXiv (2023) [10.48550/ARXIV.2305.07715]2023   Files  Fulltext 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 Talk (non-conference) (Invited) Fischer, K. (Corresponding author)FZJ* ; Lindner, J. (Corresponding author)FZJ* ; Dahmen, D.FZJ* ; Helias, M.FZJ*
Statistical Mechanics of Neural Networks
2023Seminar, Columbia University in the City of New YorkColumbia University in the City of New York, USA, 21 Jun 20232023-06-21 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 Talk (non-conference) (Invited) Nestler, S. (Corresponding author)FZJ* ; Keup, C.FZJ* ; Dahmen, D.FZJ* ; Gilson, M. ; Rauhut, H. ; Boutaib, Y. ; Bouss, P.FZJ* ; Merger, C. L.FZJ* ; Fischer, K.FZJ* ; Rene, A.FZJ* ; Helias, M.FZJ*
A statistical perspective on learning of time series in neural networks
2023Seminar Talk, Machine Learning Seminar, AachenAachen, Germany, 13 Jul 2023 - 13 Jul 20232023-07-132023-07-13   Files BibTeX | EndNote: XML, Text | RIS

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