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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...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2017
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5291440/ https://www.ncbi.nlm.nih.gov/pubmed/28158264 http://dx.doi.org/10.1371/journal.pone.0171410 |