Record #155418

MSNN

Theory of multi-scale neuronal networks

Coordinator	Helias, Moritz
Grant period	01-01-2014 - 31-12-2018
Funding body	Helmholtz Gemeinschaft Deutscher Forschungszentren
	HGF
Identifier	G:(DE-Juel1)HGF-SMHB-2014-2018

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

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

Poster (After Call) Fischer, K. (Corresponding author)FZJ* ; Dahmen, D.FZJ* ; Helias, M.FZJ*
Signal propagation scales in residual networks
2024Roccella Conference on Inference and AI, ROCKIN AI, RoccellaRoccella, Italy, 2 Sep 2024 - 6 Sep 20242024-09-022024-09-06 BibTeX | EndNote: XML, Text | RIS

Poster (After Call) Fischer, K. (Corresponding author)FZJ* ; Lindner, J. (Corresponding author)FZJ* ; Dahmen, D.FZJ* ; Ringel, Z. ; Krämer, M. ; Helias, M.FZJ*
Critical feature learning in deep neural networks
2024The Forty-first International Conference on Machine Learning, WienWien, Austria, 21 Jul 2024 - 27 Jul 20242024-07-212024-07-27 BibTeX | EndNote: XML, Text | RIS

Talk (non-conference) (Invited) Fischer, K. (Corresponding author)FZJ* ; Dahmen, D.FZJ* ; Helias, M.FZJ*
Optimal signal propagation in ResNets through residual scaling
2024Seminar, ItalyItaly, 17 May 20242024-05-17 BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Fischer, K. (Corresponding author)FZJ* ; Lindner, J. (Corresponding author)FZJ* ; Dahmen, D.FZJ* ; Ringel, Z. ; Krämer, M. ; Helias, M.FZJ*
Critical feature learning in deep neural networks
2024Youth in High Dimensions, TriesteTrieste, Italy, 20 May 2024 - 24 May 20242024-05-202024-05-24 BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Fischer, K. (Corresponding author)FZJ* ; Lindner, J. (Corresponding author)FZJ* ; Dahmen, D.FZJ* ; Ringel, Z. ; Krämer, M. ; Helias, M.FZJ*
Critical feature learning in deep neural networks
2024International Conference on Neuromorphic Computing and Engineering, AachenAachen, Germany, 3 Jun 2024 - 6 Jun 20242024-06-032024-06-06 BibTeX | EndNote: XML, Text | RIS

Poster (After Call) Fischer, K. (Corresponding author)FZJ* ; Lindner, J. (Corresponding author)FZJ* ; Dahmen, D.FZJ* ; Ringel, Z. ; Krämer, M.RWTH* ; Helias, M.FZJ*
Critical feature learning in deep neural networks
2024Youth in High Dimensions, TriesteTrieste, Italy, 20 May 2024 - 24 May 20242024-05-202024-05-24 BibTeX | EndNote: XML, Text | RIS

Poster (After Call) Dick, M. (Corresponding author)FZJ* ; Alexander, v. M. ; Helias, M.FZJ*
Linking Network and Neuron Level Correlations via Renormalized Field Theory
2023Bernstein Conference 2023, BerlinBerlin, Germany, 26 Sep 2023 - 30 Sep 20232023-09-262023-09-30 [10.34734/FZJ-2023-03601] OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Record created 2014-08-25, last modified 2017-12-20

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