Analytic Function Approximation by Path-Norm-Regularized Deep Neural Networks
We show that neural networks with an absolute value activation function and with network path norm, network sizes and network weights having logarithmic dependence on <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics>&l...
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| Format: | Article |
| Language: | English |
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MDPI AG
2022-08-01
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| Series: | Entropy |
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| Online Access: | https://www.mdpi.com/1099-4300/24/8/1136 |