BitLogic: Training Framework for Gradient-Based FPGA-Native Neural Networks

Simon Bührer, Andreas Plesner, Aczel Till +1

Gradient-based LUT- and logic-gate-based neural networks (LUTNet, LogicNets, DiffLogic, PolyLUT, NeuraLUT, WARP-LUT, DWN, LILogicNet, LightLUT) replace multiply-accumulate arithmet…