Gated Recurrent Neural Networks with Weighted Time-Delay Feedback

N. Benjamin Erichson, Soon Hoe Lim, Michael W. Mahoney

In this paper, we present a novel approach to modeling long-term dependencies in sequential data by introducing a gated recurrent unit (GRU) with a weighted time-delay feedback mec…