Fig. 3
From: Field and lab experimental demonstration of nonlinear impairment compensation using neural networks

Denoising. a The impact of de-noising by averaging over the training datasets on the Q-factor at SNR = 18.4 dB after 2800 km. b Received constellation before de-noising, and c after de-noising