Exponential Convergence of the Deep Neural Network Approximation for Analytic Functions
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We prove that for analytic functions in low dimension, the convergence rate of the deep neural network approximation is exponential.
Weinan E, Qingcan Wang• 2018
Related benchmarks
| Task | Dataset | Result | Rank | |
|---|---|---|---|---|
| Function Approximation | Analytic functions on [0, 1 - δ]^d | Approximation Error1 | 2 |
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