• Fredrik Bajers Vej 7, G, 1-109

    9220 Aalborg Ø

    Denmark

  • Skjernvej 4, A, 5-128

    9220 Aalborg Ø

    Denmark

20002019
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Research Output 2000 2019

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Working paper
2019

Approximation spaces of deep neural networks

Gribonval, R., Kutyniok, G., Nielsen, M. & Voigtlaender, F., 3 May 2019, 63 p.

Research output: Working paperResearch

Approximation Space
Neural Networks
Nonlinearity
Activation Function
Approximation Theory
2017
1 Citation (Scopus)

Nonlinear approximation with nonstationary Gabor frames

Ottosen, E. S. & Nielsen, M., 2017, ArXiv, 16 p.

Research output: Working paperResearch

On Homogeneous Decomposition Spaces and Associated Decompositions of Distribution Spaces

Al-Jawahri, Z. & Nielsen, M., 2017, ArXiv, 27 p.

Research output: Working paperResearch

Weighted Thresholding and Nonlinear Approximation

Ottosen, E. S. & Nielsen, M., Nov 2017, ArXiv, 22 p.

Research output: Working paperResearch

Nonlinear Approximation
Thresholding
Lasso
Coefficient
Denoising
2016

A characterization of sparse nonstationary Gabor expansions

Ottosen, E. S. & Nielsen, M., Jun 2016, ArXiv, 25 p.

Research output: Working paperResearch

Gabor Frames
Decompose
Banach Frames
Approximation Error
Coefficient

Generalized sampling in Julia

Jacobsen, C. R. D., Nielsen, M. & Rasmussen, M. G., 2016, ArXiv, 18 p.

Research output: Working paperResearch