@article{dynamicalisometryandameanfieldtheoryof1,
  title = {Dynamical Isometry and a Mean Field Theory of LSTMs and GRUs},
  author = {Dar Gilboa and Bo Chang and Minmin Chen and Greg Yang and Samuel S. Schoenholz and Ed H. Chi and Jeffrey Pennington},
  year = {2019},
  eprint = {1901.08987},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1901.08987v2},
}