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Neural networks with circular filters enable data efficient inference of sequence motifs

MOTIVATION: Nucleic acids and proteins often have localized sequence motifs that enable highly specific interactions. Due to the biological relevance of sequence motifs, numerous inference methods have been developed. Recently, convolutional neural networks (CNNs) have achieved state of the art perf...

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Vydáno v:Bioinformatics
Hlavní autoři: Blum, Christopher F, Kollmann, Markus
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6792110/
https://ncbi.nlm.nih.gov/pubmed/30918943
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btz194
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