@article{positionsolvelayerwiselinearmodelsfirst, title = {Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking)}, author = {Yoonsoo Nam and Seok Hyeong Lee and Clementine C J Domine and Yeachan Park and Charles London and Wonyl Choi and Niclas Goring and Seungjai Lee}, year = {2025}, eprint = {2502.21009}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.21009v2}, }