Wediscuss the idea of using continuous dynamicalsystemstomodel generalhigh-dimensional nonlinear functions used in machine learning.We also discuss theconnection with deep learning.
基金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 Grant91130005,ONR NO0014-13-1-0338 and DOE DE-SCo009248.
文摘Wediscuss the idea of using continuous dynamicalsystemstomodel generalhigh-dimensional nonlinear functions used in machine learning.We also discuss theconnection with deep learning.