An efficient lightweight CNN acceleration architecture for edge computing based-on FPGA.
Ruidong WuBing LiuPing FuHaolin ChenPublished in: Appl. Intell. (2023)
Keyphrases
- lightweight
- hardware implementation
- hardware architecture
- communication infrastructure
- hardware architectures
- hardware design
- real time
- software implementation
- xilinx virtex
- dedicated hardware
- fpga implementation
- high speed
- wireless sensor networks
- pipelined architecture
- reconfigurable hardware
- field programmable gate array
- parallel architecture
- cellular neural networks
- fpga device
- convolutional neural network
- systolic array
- low cost
- single chip
- smart camera
- rfid tags
- network architecture
- software systems
- edge detection