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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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Detaylı Bibliyografya
Yayımlandı:Bioinformatics
Asıl Yazarlar: Aoki, Genta, Sakakibara, Yasubumi
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Oxford University Press 2018
Konular:
Online Erişim: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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