Continuous limits of residual neural networks in case of large input data
Authors
Michael Herty
Institut für Geometrie und Praktische Mathematik (IGPM), RWTH Aachen University, Aachen, Germany
Anna Thünen
Institut für Mathematik – TU Clausthal – Erzstraße 1, 38678 Clausthal-Zellerfeld, Germany
Torsten Trimborn
NRW.BANK – Kavalleriestraße 22, 40213 Düsseldorf, Germany
Giuseppe Visconti
Department of Mathematics, “G. Castelnuovo” – Sapienza University of Rome, Roma, Italy
DOI: https://doi.org/10.2478/caim-2022-0008 | Journal eISSN: 2038-0909
Language: English
Page range: 96 - 120
Submitted on: Jul 11, 2022
Accepted on: Nov 12, 2022
Published on: Dec 24, 2022
Published by: Italian Society for Applied and Industrial Mathemathics
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year
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© 2022 Michael Herty, Anna Thünen, Torsten Trimborn, Giuseppe Visconti, published by Italian Society for Applied and Industrial Mathemathics
This work is licensed under the Creative Commons Attribution 4.0 License.