Accelerating Binarized Neural Networks: Comparison of FPGA, CPU, GPU, and ASIC.
Eriko NurvitadhiDavid SheffieldJaewoong SimAsit K. MishraGanesh VenkateshDebbie MarrPublished in: FPT (2016)
Keyphrases
- 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