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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Bibliographic Details
Published in:PLoS One
Main Authors: Umarov, Ramzan Kh., Solovyev, Victor V.
Format: Artigo
Language:Inglês
Published: Public Library of Science 2017
Subjects:
Research Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5291440/
https://ncbi.nlm.nih.gov/pubmed/28158264
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0171410
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