A Dynamically Stabilized Recurrent Neural Network

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Understanding the difficulty of training deep feedforward neural networks

Xavier Glorot, Yoshua Bengio · 2010 · 12.7K citations

Computing, Computer Science, Artificial Intelligence +13

LSTM: A Search Space Odyssey

Klaus Greff, Rupesh K. Srivastava, Jan Koutník et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 6.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +11

TensorFlow: a system for large-scale machine learning

Martı́n Abadi, Paul Barham, Jianmin Chen et al. · Operating Systems Design and Implementation · 2016 · 6.4K citations

Computing, Computer Engineering, Computer Science +15

Backpropagation through time: what it does and how to do it

Paul J. Werbos · Proceedings of the IEEE · 1990 · 4.9K citations

Computing, Computer Science, Algorithms +13