A global universality of two-layer neural networks with ReLU activations (Q2236407)
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scientific article
| Language | Label | Description | Also known as |
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| English | A global universality of two-layer neural networks with ReLU activations |
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A global universality of two-layer neural networks with ReLU activations (English)
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22 October 2021
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Summary: In the present study, we investigate a universality of neural networks, which concerns a density of the set of two-layer neural networks in function spaces. There are many works that handle the convergence over compact sets. In the present paper, we consider a global convergence by introducing a norm suitably, so that our results will be uniform over any compact set.
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