This is the winning submission of the
ITU-ML5G-PS-007 “AI for Good Machine Learning in 5G Challenge”, where Neural Networks deployed to FPGAs are used to classify radio signal modulations, using the
DeepSig RadioML 2018 dataset. The submission won first place in two evaluation rounds, consisting of over 30 teams from all over the world. The submission presentation is
publicly available.