Uncovering the Computational Roles of Nonlinearity in Sequence Modeling Using Almost-Linear RNNs

Manuel Brenner, Georgia Koppe. Uncovering the Computational Roles of Nonlinearity in Sequence Modeling Using Almost-Linear RNNs. Trans. Mach. Learn. Res., 2026, 2026. [doi]

@article{BrennerK26,
  title = {Uncovering the Computational Roles of Nonlinearity in Sequence Modeling Using Almost-Linear RNNs},
  author = {Manuel Brenner and Georgia Koppe},
  year = {2026},
  url = {https://openreview.net/forum?id=qI2Vt9P9rl},
  researchr = {https://researchr.org/publication/BrennerK26},
  cites = {0},
  citedby = {0},
  journal = {Trans. Mach. Learn. Res.},
  volume = {2026},
}