%0 Journal Article %1 MejAaRoa2015NMFmGPU %A Mej\ A­a-Roa, Edgardo %A Tabas-Madrid, Daniel %A Setoain, Javier %A Garc\ A­a, Carlos %A Tirado, Francisco %A Pascual-Montano, Alberto %D 2015 %I BioMed Central Ltd %J BMC Bioinformatics %K gpu matrix-factorisation %N 1 %P 43+ %R 10.1186/s12859-015-0485-4 %T NMF-mGPU: non-negative matrix factorization on multi-GPU systems %U http://dx.doi.org/10.1186/s12859-015-0485-4 %V 16 %X 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 matrices may become impractical, even for a parallel application running on a multiprocessors cluster.

@article{MejAaRoa2015NMFmGPU, abstract = {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 matrices may become impractical, even for a parallel application running on a multiprocessors cluster.}, added-at = {2018-12-02T16:09:07.000+0100}, author = {Mej\ {A}­a-Roa, Edgardo and Tabas-Madrid, Daniel and Setoain, Javier and Garc\ {A}­a, Carlos and Tirado, Francisco and Pascual-Montano, Alberto}, biburl = {https://www.bibsonomy.org/bibtex/29c980d68e65cb5571627371f32b6af87/karthikraman}, citeulike-article-id = {13517218}, citeulike-linkout-0 = {http://dx.doi.org/10.1186/s12859-015-0485-4}, day = 13, doi = {10.1186/s12859-015-0485-4}, interhash = {43f934679db45a469f52fe6b913a7fe7}, intrahash = {9c980d68e65cb5571627371f32b6af87}, issn = {1471-2105}, journal = {BMC Bioinformatics}, keywords = {gpu matrix-factorisation}, month = feb, number = 1, pages = {43+}, posted-at = {2015-04-15 10:09:14}, priority = {2}, publisher = {BioMed Central Ltd}, timestamp = {2018-12-02T16:09:07.000+0100}, title = {{NMF}-{mGPU}: non-negative matrix factorization on {multi-GPU} systems}, url = {http://dx.doi.org/10.1186/s12859-015-0485-4}, volume = 16, year = 2015 }