FPGA-Based Deep Learning Models for Analysing Corona Using Chest X-Ray Images

Table 2

Frameworks with the FPGA target device.

System	Neural network	Target device
Caffeine [31]	CNN and DNN	Xilinx Standalone
FFTCodeGen [32]	CNN and DNN	Intel HARP
SysArrayAccel [33]	CNN and DNN	Intel Standalone
Snowflake [34]	CNN, Res, and Incep	Xilinx SoC
FP-DNN [35]	CNN, RNN, DNN, and Res	Intel Standalone
AutoCodeGen [36]	CNN and DNN	Xilinx Standalone
Finn [37]	BNN	Xilinx SoC
		Standalone
fpgaConvNet [38, 39]	CNN, Res, Incep, and Dense	Xilinx SoC
DeepBurning [40]	CNN, RNN, and DNN	Xilinx SoC