Efficient Inference of Large-Scale and Lightweight Convolutional Neural Networks on FPGA.
Xiao WuYufei MaZhongfeng WangPublished in: SoCC (2020)
Keyphrases
- lightweight
- efficient inference
- convolutional neural networks
- probabilistic inference
- markov random field
- human pose estimation
- fully connected
- exact inference
- conditional random fields
- graph structure
- hardware implementation
- approximate inference
- hidden variables
- low cost
- wireless sensor networks
- markov networks
- linear models
- structured prediction
- distributed systems
- graphical models
- probabilistic model
- dynamic programming