A High-Speed CNN Hardware Accelerator with Regular Pruning.
Yuan SongBi WuTian YuanWeiqiang LiuPublished in: ISQED (2022)
Keyphrases
- high speed
- real time
- field programmable gate array
- data acquisition
- low cost
- low latency
- low power
- hardware and software
- cellular neural networks
- search space
- pruning method
- embedded systems
- pruning algorithms
- image processing
- high speed networks
- frame rate
- hardware design
- computer systems
- high end
- computer architecture
- parallel implementation
- hardware implementation
- vlsi implementation
- pruning methods
- convolutional neural network
- software implementation
- hardware architecture
- single chip
- personal computer
- cloud computing
- signal processing
- information systems
- data mining