A CNN Accelerator on FPGA Using Depthwise Separable Convolution.
Lin BaiYiming ZhaoXinming HuangPublished in: IEEE Trans. Circuits Syst. II Express Briefs (2018)
Keyphrases
- field programmable gate array
- cellular neural networks
- hardware implementation
- embedded systems
- parallel computing
- image processing algorithms
- mesh connected
- massively parallel
- image processing
- fpga implementation
- hardware architecture
- hardware design
- convolution kernel
- convolutional neural network
- computing systems
- software implementation
- real time image processing
- high speed
- parallel implementation
- fpga hardware
- fourier domain
- linear filtering
- fpga device
- real time
- fpga technology
- reconfigurable hardware
- low cost
- systolic array
- fir filters
- fast fourier transform
- verilog hdl