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><mrow><mn>1</mn><mo>/</mo><mi>ε</mi></mr...
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| Materialtyp: | Artigo |
| Språk: | Inglês |
| Utgiven: |
MDPI AG
2022-08-01
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| Serie: | Entropy |
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| Länkar: | https://www.mdpi.com/1099-4300/24/8/1136 |
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