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A Deep-Network Piecewise Linear Approximation Formula
The mathematical foundation of deep learning is the theorem that any continuous function can be approximated within any specified accuracy by using a neural network with certain non-linear activation functions. However, this theorem does not tell us what the network architecture should be and what t...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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2021
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8442618/ https://www.ncbi.nlm.nih.gov/pubmed/34532202 http://dx.doi.org/10.1109/access.2021.3109173 |