@article{78ade847f940411bbdf46665ad13fdc1,
title = "A Proposal on Machine Learning via Dynamical Systems",
abstract = "We discuss the idea of using continuous dynamical systems to model general high-dimensional nonlinear functions used in machine learning. We also discuss the connection with deep learning.",
keywords = "Deep learning, Dynamical systems, Machine learning",
author = "W. Weinan",
note = "Funding Information: This is part of an ongoing project with several collaborators, including Jiequn Han, Qianxiao Li, Jianfeng Lu and Cheng Tai. The author benefitted a great deal from discussions with them, particularly Jiequn Han. This work is supported in part by the Major Program of NNSFC under Grant 91130005, ONR N00014-13-1-0338 and DOE DE-SC0009248. Publisher Copyright: {\textcopyright} 2017, School of Mathematical Sciences, University of Science and Technology of China and Springer-Verlag Berlin Heidelberg.",
year = "2017",
month = mar,
day = "1",
doi = "10.1007/s40304-017-0103-z",
language = "English (US)",
volume = "5",
pages = "1--11",
journal = "Communications in Mathematics and Statistics",
issn = "2194-6701",
publisher = "Springer Verlag",
number = "1",
}