Fast and efficient implementation of Convolutional Neural Networks on FPGA.
Abhinav PodiliChi ZhangViktor K. PrasannaPublished in: ASAP (2017)
Keyphrases
- efficient implementation
- convolutional neural networks
- hardware implementation
- field programmable gate array
- convolutional network
- fpga implementation
- hardware architecture
- active set
- dedicated hardware
- high speed
- real time image processing
- fpga device
- hardware design
- image processing algorithms
- highly parallel
- efficient processing
- low cost
- real time
- signal processing
- clustering method
- pipelined architecture
- verilog hdl
- map reduce
- image processing