Deep neural network approximation theory

BibTeX Reference

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@article{deep-it-2019,
    author = {Elbrächter, Dennis and Perekrestenko, Dmytro and Grohs, Philipp and Bölcskei, Helmut},
    title = {Deep neural network approximation theory},
    journal = {IEEE Transactions on Information Theory, invited feature paper},
    volume = 67,
    number = 5,
    misc = {pp. 2581-2623},
    month = may,
    year = 2021,
    keywords = {Deep learning, neural networks, approximation theory, Kolmogorov-Donoho rate-distortion theory},
    url = {http://www.nari.ee.ethz.ch/pubs/p/deep-it-2019}
}

LaTeX Reference

\bibitem{deep-it-2019} D. Elbrächter, D. Perekrestenko, P. Grohs, and H. Bölcskei, ``Deep neural network approximation theory,'' \emph{IEEE Transactions on Information Theory, invited feature paper}, Vol. 67, No.5, pp. 2581-2623, May 2021.

HTML Reference

D. Elbrächter, D. Perekrestenko, P. Grohs, and H. Bölcskei, "Deep neural network approximation theory," IEEE Transactions on Information Theory, invited feature paper, Vol. 67, No.5, pp. 2581-2623, May 2021.