Abstract
We prove that for analytic functions in low dimension, the convergence rate of the deep neural network approximation is exponential.
Original language | English (US) |
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Pages (from-to) | 1733-1740 |
Number of pages | 8 |
Journal | Science China Mathematics |
Volume | 61 |
Issue number | 10 |
DOIs | |
State | Published - Oct 1 2018 |
All Science Journal Classification (ASJC) codes
- General Mathematics
Keywords
- Primary 65D15
- analytic functions
- approximation theory
- neural networks
- secondary 41-04