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NMF-mGPU: non-negative matrix factorization on multi-GPU systems

BACKGROUND: In the last few years, the Non-negative Matrix Factorization ( NMF ) technique has gained a great interest among the Bioinformatics community, since it is able to extract interpretable parts from high-dimensional datasets. However, the computing time required to process large data matric...

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Bibliografische gegevens
Gepubliceerd in:BMC Bioinformatics
Hoofdauteurs: Mejía-Roa, Edgardo, Tabas-Madrid, Daniel, Setoain, Javier, García, Carlos, Tirado, Francisco, Pascual-Montano, Alberto
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: BioMed Central 2015
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4339678/
https://ncbi.nlm.nih.gov/pubmed/25887585
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-015-0485-4
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