High-Performance Mixed-Low-Precision CNN Inference Accelerator on FPGA.
Junbin WangShaoxia FangXi WangJiangsha MaTaobo WangYi ShanPublished in: IEEE Micro (2021)
Keyphrases
- field programmable gate array
- low power consumption
- probabilistic inference
- compute intensive
- parallel implementation
- real time
- hardware implementation
- real time image processing
- hardware architecture
- cellular neural networks
- parallel computing
- convolutional neural network
- image processing algorithms
- high speed
- low cost
- bayesian networks
- image processing
- dynamic bayesian networks
- inference engine
- structured prediction
- embedded systems
- inference process
- scientific computing
- neural network