Experimental Demonstration of Neural Network-based Soft Demapper for Long-haul Optical Transmission

Experimental validation for a proposed neural network-based soft demapper is demonstrated. A reach increase of 9.8% and a demapping complexity reduction of 28.6% for PM-64QAM with 11$\times$ 450Gbps DWDM is achieved over the conventional demapper.