@article{flowingthroughlayersacontinuousdynamical, title = {Flowing Through Layers: A Continuous Dynamical Systems Perspective on Transformers}, author = {Jacob Fein-Ashley}, year = {2025}, eprint = {2502.05656}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.05656v2}, }