Speedy: An Accelerator for Sparse Convolutional Neural Networks on FPGAs.
Liqiang LuYun LiangRuirui HuangWei LinXiaoyuan CuiJiansong ZhangPublished in: FPGA (2019)
Keyphrases
- convolutional neural networks
- field programmable gate array
- convolutional network
- sparse data
- sparse matrix
- high dimensional
- hardware implementation
- embedded systems
- parallel implementation
- parallel computing
- hardware design
- sparse representation
- real time
- sparse coding
- parallel processing
- canonical correlation analysis
- low cost