PolyLUT-Add: FPGA-based LUT Inference with Wide Inputs

Binglei Lou, Richard Rademacher, David Boland +1

FPGAs have distinct advantages as a technology for deploying deep neural networks (DNNs) at the edge. Lookup Table (LUT) based networks, where neurons are directly modeled using LU…