Universal Function Approximation by Deep Neural Nets with Bounded Width and ReLU Activations
This article concerns the expressive power of depth in neural nets with ReLU activations and a bounded width. We are particularly interested in the following questions: What is the minimal width <inline-formula> <math display="inline"> <semantics> <mrow> <msub>...
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| Format: | Article |
| Language: | English |
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MDPI AG
2019-10-01
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| Series: | Mathematics |
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| Online Access: | https://www.mdpi.com/2227-7390/7/10/992 |