A scalable sparse matrix-vector multiplication kernel for energy-efficient sparse-blas on FPGAs.
Richard DorranceFengbo RenDejan MarkovicPublished in: FPGA (2014)
Keyphrases
- sparse matrix
- energy efficient
- gram matrix
- floating point
- wireless sensor networks
- energy consumption
- sensor networks
- sparse linear
- linear algebra
- energy efficiency
- base station
- fixed point
- random projections
- support vector
- field programmable gate array
- rows and columns
- kernel function
- data transmission
- routing protocol
- feature space
- routing algorithm
- sensor nodes
- arithmetic operations
- low cost