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Issue No.03 - March (2007 vol.40)
pp: 58-64
Gerald R. Morris , US Army Engineer Research and Development Center
Viktor K. Prasanna , University of Southern California
ABSTRACT
Using a high-level-language to hardware-description-language compiler and some novel architectures and algorithms to map two well-known double-precision floating-point sparse matrix iterative-linear-equation solvers--the Jacobi and conjugate gradient methods--onto a reconfigurable computer achieves more than a twofold speedup over software.
INDEX TERMS
reconfigurable computing, Jacobi method, Conjugate gradient method, FPGAs
CITATION
Gerald R. Morris, Viktor K. Prasanna, "Sparse Matrix Computations on Reconfigurable Hardware", Computer, vol.40, no. 3, pp. 58-64, March 2007, doi:10.1109/MC.2007.103
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