Citation

If you use NeuroAtlas in your work, please cite the paper:

@inproceedings{kontras2026neuroatlas,
  title   = {NeuroAtlas: Benchmarking Foundation Models for Clinical EEG and Brain-Computer Interfaces},
  author  = {Kontras, Konstantinos and Osselaer, Trui and Mouslech, Stylianos G. and
             Karaiskou, Angeliki-Ilektra and Gagliardi, Guido and Strypsteen, Thomas and
             Badiei, Mohammad Hossein and Rani, Anku and Vanmarcke, Maarten and
             Bhagubai, Miguel and Ekbote, Chanakya and Hwang, Jaedong and
             Chatzichristos, Christos and Liang, Paul Pu and De Vos, Maarten},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS), Evaluations \& Datasets Track},
  year    = {2026},
  eprint  = {2605.14698},
  archivePrefix = {arXiv}
}

License

The code is released under the MIT license (see LICENSE). The vendored Seizure-Transformer code (MIT) and MOABB readers (BSD-3-Clause) keep their original licenses. DeepSOZ-HEM is GPL-3.0 and is not included; neuroatlas models download deepsoz_hem_pretrained fetches it from the original repository. Each dataset is subject to its own license and terms of use.

Contact

For questions, contact Konstantinos Kontras (konstantinos.kontras@kuleuven.be) or open an issue.