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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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| Publicado no: | Front Genet |
|---|---|
| Main Authors: | , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Frontiers Media S.A.
2020
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7689358/ https://ncbi.nlm.nih.gov/pubmed/33281867 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2020.561497 |
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