Optimal approximation with sparsely connected deep neural networks

BibTeX Reference

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@article{deep-approx-18,
    author = {Bölcskei, Helmut and Grohs, Philipp and Kutyniok, Gitta and Petersen, Philipp},
    title = {Optimal approximation with sparsely connected deep neural networks},
    journal = {SIAM Journal on Mathematics of Data Science},
    volume = 1,
    number = 1,
    pages = {8--45},
    year = 2019,
    keywords = {Neural networks, function approximation, optimal sparse approximation, sparse connectivity, wavelets, shearlets},
    url = {http://www.nari.ee.ethz.ch/pubs/p/deep-approx-18}
}

LaTeX Reference

\bibitem{deep-approx-18} H. Bölcskei, P. Grohs, G.  Kutyniok, and P. Petersen, ``Optimal approximation with sparsely connected deep neural networks,'' \emph{SIAM Journal on Mathematics of Data Science}, Vol. 1, No. 1, pp. 8-45, 2019.

HTML Reference

H. Bölcskei, P. Grohs, G.  Kutyniok, and P. Petersen, "Optimal approximation with sparsely connected deep neural networks," SIAM Journal on Mathematics of Data Science, Vol. 1, No. 1, pp. 8-45, 2019.