Recognition of prokaryotic and eukaryotic promoters using convolutional deep learning neural networks.
Accurate computational identification of promoters remains a challenge as these key DNA regulatory regions have variable structures composed of functional motifs that provide gene-specific initiation of transcription. In this paper we utilize Convolutional Neural Networks (CNN) to analyze sequence c...
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| Autores principales: | , |
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| Formato: | Artigo |
| Lenguaje: | Inglês |
| Publicado: |
Public Library of Science (PLoS)
2017-01-01
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| Colección: | PLoS ONE |
| Acceso en línea: | https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0171410&type=printable |
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