CNN Nonlinear Equalizer with Reducing the Dimensionality of Feature Maps

In this paper, we propose a method of feature map dimensionality reduction as the input of CNN. We validate the complexity advantages of this scheme in a 120Gb/s PDM 64QAM coherent optical communication system.