Minmin Chen, Jeffrey Pennington, Samuel S. Schoenholz
Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables Signal Propagation in Recurrent Neural Networks
ICML, 2018.
@inproceedings{ICML-2018-ChenPS,
author = "Minmin Chen and Jeffrey Pennington and Samuel S. Schoenholz",
booktitle = "{Proceedings of the 35th International Conference on Machine Learning}",
ee = "http://proceedings.mlr.press/v80/chen18i.html",
pages = "872--881",
publisher = "{PMLR}",
title = "{Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables Signal Propagation in Recurrent Neural Networks}",
year = 2018,
}
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