A Flexible FPGA-Based Accelerator for Efficient Inference of Multi-Precision CNNs.
Xinyan LiuXiao WuHaikuo ShaoZhongfeng WangPublished in: ISCAS (2024)
Keyphrases
- efficient inference
- probabilistic inference
- approximate inference
- conditional random fields
- field programmable gate array
- fully connected
- hidden variables
- exact inference
- graph structure
- structured prediction
- markov random field
- hardware implementation
- markov networks
- linear models
- human pose estimation
- image segmentation
- information extraction