Integrating geometries of ReLU feedforward neural networks
This paper investigates the integration of multiple geometries present within a ReLU-based neural network. A ReLU neural network determines a piecewise affine linear continuous map, M, from an input space ℝm to an output space ℝn. The piecewise behavior corresponds to a polyhedral decomposition of ℝ...
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| Principais autores: | , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
Frontiers Media S.A.
2023-11-01
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| Series: | Frontiers in Big Data |
| Assuntos: | |
| Acceso en liña: | https://www.frontiersin.org/articles/10.3389/fdata.2023.1274831/full |
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