Hybrid-Grained Pruning and Hardware Acceleration for Convolutional Neural Networks.
Yu LiShan CaoBeining ZhaoWei ZhangZhiyuan JiangPublished in: ISCAS (2024)
Keyphrases
- convolutional neural networks
- low cost
- convolutional network
- real time
- fine grained
- hardware and software
- search space
- pruning method
- computer systems
- embedded systems
- hardware implementation
- computing systems
- vlsi implementation
- pruning methods
- object detection
- dynamic programming
- multiresolution
- computing power
- parallel hardware
- neural network