Using Local Convolutional Neural Networks for Genomic Prediction
The prediction of breeding values and phenotypes is of central importance for both livestock and crop breeding. In this study, we analyze the use of artificial neural networks (ANN) and, in particular, local convolutional neural networks (LCNN) for genomic prediction, as a region-specific filter cor...
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| Principais autores: | , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Frontiers Media S.A.
2020-11-01
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| coleção: | Frontiers in Genetics |
| Assuntos: | |
| Acesso em linha: | https://www.frontiersin.org/articles/10.3389/fgene.2020.561497/full |
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