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Convolutional neural networks for classification of alignments of non-coding RNA sequences

MOTIVATION: The convolutional neural network (CNN) has been applied to the classification problem of DNA sequences, with the additional purpose of motif discovery. The training of CNNs with distributed representations of four nucleotides has successfully derived position weight matrices on the learn...

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Veröffentlicht in:Bioinformatics
Hauptverfasser: Aoki, Genta, Sakakibara, Yasubumi
Format: Artigo
Sprache:Inglês
Veröffentlicht: Oxford University Press 2018
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6022636/
https://ncbi.nlm.nih.gov/pubmed/29949978
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bty228
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