Author:
Weckenmann Erwan,Omidi Amir,Paquin Benoît,Zheng Zibo,Geravand Alireza,Zeng Ming,Shi Wei,Rusch Leslie A.
Abstract
The use of amplification w ith s ilicon p hotonics m odulators i ncreases the achievable baud rate, but leads to non-Gaussian noise at detection. We use neural networks to optimize the constellations for the asymmetric histograms in detected symbols.