cudaBayesreg: Bayesian Computation in CUDA

Research output: Contribution to journalArticle

9 Citations (Scopus)

Abstract

Graphical processing units are rapidlygaining maturity as powerful general parallelcomputing devices. The package cudaBayesreguses GPU-oriented procedures to improve theperformance of Bayesian computations. Thepaper motivates the need for devising highperformance computing strategies in the context of fMRI data analysis. Some features of thepackage for Bayesian analysis of brain fMRI dataare illustrated. Comparative computing performance figures between sequential and parallelimplementations are presented as well.
Original languageUnknown
Pages (from-to)48-55
JournalThe R Journal
Volume2
Issue number2
Publication statusPublished - 1 Jan 2010

Cite this