Deep neural network approximation theory

BibTeX Reference

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@article{deep-it-2019,
    author = {Grohs, Philipp and Perekrestenko, Dmytro and Elbrächter, Dennis and Bölcskei, Helmut},
    title = {Deep neural network approximation theory},
    journal = {IEEE Transactions on Information Theory},
    status = {submitted},
    month = jan,
    year = 2019,
    keywords = {Deep learning, neural networks, approximation theory, Kolmogorov rate-distortion theory},
    url = {http://www.nari.ee.ethz.ch/pubs/p/deep-it-2019}
}

LaTeX Reference

\bibitem{deep-it-2019} P. Grohs, D. Perekrestenko, D. Elbrächter, and H. Bölcskei, ``Deep neural network approximation theory,'' \emph{IEEE Transactions on Information Theory}, Jan. 2019, submitted, (\emph{invited paper}).

HTML Reference

P. Grohs, D. Perekrestenko, D. Elbrächter, and H. Bölcskei, "Deep neural network approximation theory," IEEE Transactions on Information Theory, Jan. 2019, submitted, (invited paper).