DiffLUT-Net: Differentiable Training of FPGA LUT Networks with Learnable Connectivity

Jiaqi Ye, Xinrui Gong, Jingcun Wang +3

Field-programmable gate arrays (FPGAs) enable efficient neural-network inference, but most deployment flows either accelerate multiply-accumulate operations or convert pretrained q…