Advanced Methods to Mitigate Fiber Nonlinearies Using Neural Networks and Probabilistic Shaping

We propose a combined approach to mitigate nonlinear fiber effects based on both the probabilistic shaping and static neural networks. We show that such combination can expand the system reach by 25-35%.