Bit-Width Based Resource Partitioning for CNN Acceleration on FPGA.
Jianxin GuoShouyi YinPeng OuyangLeibo LiuShaojun WeiPublished in: FCCM (2017)
Keyphrases
- cellular neural networks
- hardware implementation
- resource allocation
- real time
- xilinx virtex
- real time image processing
- high speed
- low cost
- resource management
- signal processing
- convolutional neural network
- fpga device
- digital signal
- partitioning algorithm
- resource selection
- resource consumption
- field programmable gate array
- fpga implementation
- parallel hardware