3D-VNPU: A Flexible Accelerator for 2D/3D CNNs on FPGA.
Huipeng DengJian WangHuafeng YeShanlin XiaoXiangyu MengZhiyi YuPublished in: FCCM (2021)
Keyphrases
- field programmable gate array
- hardware implementation
- hardware design
- real time image processing
- cellular neural networks
- lightweight
- high speed
- neural network
- hardware architecture
- evolutionary algorithm
- image processing
- embedded systems
- parallel implementation
- parallel computing
- real world
- real time
- fpga implementation
- low cost
- signal processing
- information systems
- image processing algorithms
- computer vision
- social networks
- learning algorithm
- fpga device