An OpenCL-Based Hybrid CNN-RNN Inference Accelerator On FPGA.
Yunfei SunBrian LiuXianchao XuPublished in: FPT (2019)
Keyphrases
- field programmable gate array
- recurrent neural networks
- hardware implementation
- parallel computing
- nearest neighbor
- embedded systems
- fpga implementation
- image processing algorithms
- bayesian inference
- high speed
- bayesian networks
- cellular neural networks
- hardware design
- probabilistic inference
- hardware architecture
- massively parallel
- neural network
- dynamic bayesian networks
- parallel implementation
- image processing
- belief networks
- low cost
- real time
- signal processing
- parallel programming
- verilog hdl
- message passing interface
- real time image processing
- parallel architectures
- single chip
- inference process
- data acquisition
- parallel algorithm
- hybrid learning
- computing systems
- inference engine