Complex Unitary Recurrent Neural Networks using Scaled Cayley Transform

Kehelwala D. G. Maduranga, Kyle E. Helfrich, Qiang Ye

Recurrent neural networks (RNNs) have been successfully used on a wide range of sequential data problems. A well known difficulty in using RNNs is the \textit{vanishing or explodin…