Winols: A Large-Tiling Sparse Winograd CNN Accelerator on FPGAs.
Kunpeng XieYe LuXinyu HeDezhi YiHuijuan DongYao ChenPublished in: ACM Trans. Archit. Code Optim. (2024)
Keyphrases
- field programmable gate array
- cellular neural networks
- convolutional neural network
- sparse data
- high dimensional
- embedded systems
- hardware implementation
- parallel computing
- image processing algorithms
- parallel implementation
- sparse representation
- compressive sensing
- compressed sensing
- fpga implementation
- data sets
- computing systems
- random projections
- linear combination
- support vector
- hardware software
- machine learning