Optimizing Gain Shaping Filters with Neural Networks for Maximum Cable Capacity under Electrical Power Constraints

We experimentally demonstrate capacity gains of up to 23.5% under electrical supply power constraints in a long-haul optical fiber cable by optimizing the gain shaping filters using neural networks.