On Lyapunov Exponents for RNNs: Understanding Information Propagation Using Dynamical Systems Tools

Ryan Vogt, Maximilian Puelma Touzel, Eli Shlizerman, Guillaume Lajoie. On Lyapunov Exponents for RNNs: Understanding Information Propagation Using Dynamical Systems Tools. Frontiers Appl. Math. Stat., 8, 2022. [doi]

@article{VogtTSL22,
  title = {On Lyapunov Exponents for RNNs: Understanding Information Propagation Using Dynamical Systems Tools},
  author = {Ryan Vogt and Maximilian Puelma Touzel and Eli Shlizerman and Guillaume Lajoie},
  year = {2022},
  doi = {10.3389/fams.2022.818799},
  url = {https://doi.org/10.3389/fams.2022.818799},
  researchr = {https://researchr.org/publication/VogtTSL22},
  cites = {0},
  citedby = {0},
  journal = {Frontiers Appl. Math. Stat.},
  volume = {8},
}