Conditional Recurrent Neural Networks for broad applications in nonlinear optics

Simone Lauria, Mohammed F. Saleh

We present a novel implementation of conditional Long Short-Term Memory Recurrent Neural Networks that successfully predict the spectral evolution of a pulse in nonlinear periodica…