KPFlow: An Operator Perspective on Dynamic Collapse Under Gradient Descent Training of Recurrent Networks

James Hazelden, Laura Driscoll, Eli Shlizerman, and Eric Shea-Brown

arXiv preprint arXiv:2507.06381.

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Citation

James Hazelden, Laura Driscoll, Eli Shlizerman, and Eric Shea-Brown. KPFlow: An Operator Perspective on Dynamic Collapse Under Gradient Descent Training of Recurrent Networks. arXiv preprint arXiv:2507.06381, 2025.

BibTeX

@misc{hazelden2025kpflow,
  title={KPFlow: An Operator Perspective on Dynamic Collapse Under Gradient Descent Training of Recurrent Networks},
  author={James Hazelden and Laura Driscoll and Eli Shlizerman and Eric Shea-Brown},
  year={2025},
  eprint={2507.06381},
  archivePrefix={arXiv},
  primaryClass={cs.LG},
  note={arXiv preprint arXiv:2507.06381},
  url={https://arxiv.org/abs/2507.06381}
}