Lower bounds for artificial neural network approximations: A proof that shallow neural networks fail to overcome the curse of dimensionality
Grohs P, Ibragimov S, Jentzen A, Koppensteiner S
Research article (journal) | Peer reviewedDetails about the publication
Journal: Journal of Complexity
Volume: 0
Article number: 101746
Status: accepted / in press (not yet published)
Release year: 2023
Language in which the publication is written: English
Link to the full text: https://www.sciencedirect.com/science/article/abs/pii/S0885064X23000158?via=ihub
Keywords: artificial neural networks; artificial neural network approximations; curse of dimensionality; overcoming the curse of dimensionality; lower bounds
Authors from the University of Münster
| Ibragimov, Shokhrukh | Professorship for applied mathematics (Prof. Jentzen) |
| Jentzen, Arnulf | Institute for Analysis and Numerics |