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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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Detalles Bibliográficos
Autores principales: Mejía-Roa, Edgardo, Tabas-Madrid, Daniel, Setoain, Javier, García, Carlos, Tirado, Francisco, Pascual-Montano, Alberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4339678/
https://www.ncbi.nlm.nih.gov/pubmed/25887585
http://dx.doi.org/10.1186/s12859-015-0485-4