most citedEigenvalue Normalized Recurrent Neural Networks for Short Term Memory

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stat.ML2018

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…