Fiber-optic communications based on finite-genus solutions to the NLS with a convolutional neural network receiver

We present a novel fibre-optic transmission system based on the phase modulation via nonlinear Fourier transform for finite-genus signals with no periodicity constraint, which is achieved through designing a neural network-based receiver and demonstrate, as a proof of concept, signalling below 7% HD-FEC BER threshold.