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7 search results - page 1 / 2 » Sparse Matrix-Vector Multiplication Design on FPGAs |
FCCM
2007
IEEE
12 years 5 months ago
2007
IEEE
Creating a high throughput sparse matrix vector multiplication (SpMxV) implementation depends on a balanced system design. In this paper, we introduce the innovative SpMxV Solver ...
FPGA
2005
ACM
12 years 8 months ago
2005
ACM
Floating-point Sparse Matrix-Vector Multiplication (SpMXV) is a key computational kernel in scientiļ¬c and engineering applications. The poor data locality of sparse matrices sig...
ERSA
2010
12 years 1 months ago
2010
Cache-based, general purpose CPUs perform at a small fraction of their maximum floating point performance when executing memory-intensive simulations, such as those required for sp...
FCCM
2006
IEEE
12 years 9 months ago
2006
IEEE
We present an architecture and an implementation of an FPGA-based sparse matrix-vector multiplier (SMVM) for use in the iterative solution of large, sparse systems of equations ar...
ASAP
2006
IEEE
12 years 7 months ago
2006
IEEE
In this paper, we propose a reconfigurable hardware accelerator for fixed-point-matrix-vector-multiply/add operations, capable to work on dense and sparse matrices formats. The pr...
