Exponential Convergence of the Deep Neural Network Approximation for Analytic Functions
Machine Learning
2018-07-03 v1 Machine Learning
Abstract
We prove that for analytic functions in low dimension, the convergence rate of the deep neural network approximation is exponential.
Keywords
Cite
@article{arxiv.1807.00297,
title = {Exponential Convergence of the Deep Neural Network Approximation for Analytic Functions},
author = {Weinan E and Qingcan Wang},
journal= {arXiv preprint arXiv:1807.00297},
year = {2018}
}