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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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Detalles Bibliográficos
Autores principales: Aoki, Genta, Sakakibara, Yasubumi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6022636/
https://www.ncbi.nlm.nih.gov/pubmed/29949978
http://dx.doi.org/10.1093/bioinformatics/bty228