PNAS · 2026 · Journal article · Top venue

Order parameters and phase transitions of continual learning in deep neural networks

Haozhe Shan, Qianyi Li, Haim Sompolinsky

Harvard University · Harvard University Press · Institut für Zuckerrübenforschung · Columbia University · Hebrew College · Edmond and Lily Safra Children's Hospital

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Published in
Proceedings of the National Academy of Sciences
Date
2026-02-06
Citations
16
arXiv
2407.10315
Cite
@article{shan2026order,
  title = {Order parameters and phase transitions of continual learning in deep neural networks},
  author = {Haozhe Shan and Qianyi Li and Haim Sompolinsky},
  year = {2026},
  journal = {Proceedings of the National Academy of Sciences},
  eprint = {2407.10315},
  archivePrefix = {arXiv},
  doi = {10.1073/pnas.2501899123},
  url = {https://arxiv.org/abs/2407.10315},
}