Long Short-Term Memory Networks Are Dying: What’s Replacing It?
The Long Short-Term Memory — LSTM — network has become a staple in deep learning, popularized as a better variant to the recurrent neural networks. As methods seem to come and go faster and faster as machine learning research accelerates, it seems that LSTM has begun its way out.
