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Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation
Classification approaches that allow to extract logical rules such as decision trees are often considered to be more interpretable than neural networks. Also, logical rules are comparatively easy to verify with any possible input. This is an important part in systems that aim to ensure correct opera...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8336635/ https://www.ncbi.nlm.nih.gov/pubmed/34368757 http://dx.doi.org/10.3389/frai.2021.642263 |