An Efficient Hardware Accelerator for Sparse Convolutional Neural Networks on FPGAs.
Liqiang LuJiaming XieRuirui HuangJiansong ZhangWei LinYun LiangPublished in: FCCM (2019)
Keyphrases
- field programmable gate array
- convolutional neural networks
- hardware implementation
- embedded systems
- parallel computing
- hardware design
- hardware software
- programmable logic
- hardware architecture
- convolutional network
- image processing algorithms
- parallel architectures
- computing systems
- low cost
- fpga implementation
- hardware and software
- digital signal processing
- high dimensional
- real time
- data sets
- compressed sensing
- massively parallel
- sparse representation
- computer systems
- image processing
- high end
- computer architecture
- sparse data
- digital circuits
- smart camera
- vlsi implementation
- parallel implementation
- reconfigurable hardware
- signal processing
- fpga technology