A Massively Parallel FPGA-Based Coprocessor for Support Vector Machines.
Srihari CadambiIgor DurdanovicVenkata JakkulaMurugan SankaradassEric CosattoSrimat T. ChakradharHans Peter GrafPublished in: FCCM (2009)
Keyphrases
- massively parallel
- support vector
- learning machines
- parallel machines
- large margin classifiers
- fine grained
- parallel computing
- field programmable gate array
- support vector machine
- kernel function
- high performance computing
- mesh connected
- feature selection
- application specific
- hardware implementation
- scheduling problem
- shared memory
- parallel architectures
- smart camera
- computational complexity
- parallel programming
- processing elements
- message passing interface
- parallel algorithm