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Accelerating Binarized Neural Networks: Comparison of FPGA, CPU, GPU, and ASIC.
Eriko Nurvitadhi
David Sheffield
Jaewoong Sim
Asit K. Mishra
Ganesh Venkatesh
Debbie Marr
Published in:
FPT (2016)
Keyphrases
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neural network
hardware implementation
hardware architecture
graphics processing units
real time
graphics processors
single chip
gpu implementation
parallel computing
pattern recognition
general purpose
genetic algorithm
application specific
integrated circuit
hardware architectures
field programmable gate array
heterogeneous computing
radial basis function
low cost
artificial neural networks
data transfer
parallel computation
rbf network
parallel architecture
low power
fuzzy logic