Constructive approximation by Gaussian neural networks (Q2871205)
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scientific article; zbMATH DE number 6248945
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Constructive approximation by Gaussian neural networks |
scientific article; zbMATH DE number 6248945 |
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22 January 2014
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constructive approximation
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neural network, Gaussian activation function
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Constructive approximation by Gaussian neural networks (English)
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Let \(C_{c}(\mathbb{R}^{s})\) be the set of all continuous functions that have compact support. Then it is possible to construct Gaussian neural networks with integer weights that approximate arbitrarily well for functions in \(C_{c}(\mathbb{R}^{s})\). Further, some numerical results support the obtained theoretical results.
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