Gated Recurrent Unit Aided Nonlinear Dynamics Analysis in Fiber Optics

In this paper, a data-driven gated recurrent unit network is proposed to recognize initial pulse mode. The network’s training and testing is based on the typical nonlinear dynamic: pulse evolution in high-nonlinear fibers with 1024 m. Well stability performance and high accuracy of 100% are obtained on the testing set.