A streaming dataflow engine for sparse matrix-vector multiplication using high-level synthesis
(2019)
Journal Article
Hosseinabady, M., & Nunez-Yanez, J. L. (2020). A streaming dataflow engine for sparse matrix-vector multiplication using high-level synthesis. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 39(6), 1272-1285. https://doi.org/10.1109/TCAD.2019.2912923
Using high-level synthesis techniques, this paper proposes an adaptable high-performance streaming dataflow engine for sparse matrix dense vector multiplication (SpMV) suitable for embedded FPGAs. As the SpMV is a memory-bound algorithm, this engine... Read More about A streaming dataflow engine for sparse matrix-vector multiplication using high-level synthesis.