An Efficient FPGA-based Depthwise Separable Convolutional Neural Network Accelerator with Hardware Pruning.
Zhengyan LiuQiang LiuShun YanRay C. C. CheungPublished in: ACM Trans. Reconfigurable Technol. Syst. (2024)
Keyphrases
- convolutional neural network
- field programmable gate array
- hardware implementation
- hardware architecture
- hardware design
- embedded systems
- face detection
- parallel computing
- real time
- hardware and software
- pruning method
- low cost
- reverse k nearest neighbor
- computing systems
- computationally efficient
- computer systems
- massively parallel
- computing power
- hardware architectures
- parallel implementation
- hardware software
- pruning algorithm
- image processing algorithms
- cloud computing
- image processing
- computer vision
- data mining