GPU accelerated greedy algorithms for compressed sensing

For appropriate matrix ensembles, greedy algorithms have proven to be an efficient means of solving the combinatorial optimization problem associated with compressed sensing. This paper describes an implementation for graphics processing units (GPU) of hard thresholding, iterative hard thresholding,...

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Bibliographic Details
Main Authors: Blanchard, J, Tanner, J
Format: Journal article
Language:English
Published: 2013