Analysis of Time- and Eigenvalue-Domain Neural Network-Based Demodulators for Optical Eigenvalue Modulated Signals

We investigate the reason why the artificial neural network-based demodulators for optical eigenvalue modulated signals show a BER improvement compared with conventional demodulators. Both nonlinear and high-dimensional classifications in eigenvalue-domain contribute to the BER improvement.