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Peer-reviewedLicence not statedComputerized Medical Imaging and Graphics

FoME: A foundation model for EEG using adaptive temporal-lateral attention scaling

  • Enze Shi1
  • Kui Zhao1
  • Qilong Yuan1
  • Huawen Hu1
  • Jiaqi Wang1
  • Sigang Yu1
  • Geng Chen2
  • Dingwen Zhang3
  • Yixuan Yuan4
  • Yanning Zhang2
  • Shu Zhang5
5 affiliations
  1. 1Center for Brain and Brain-Inspired Computing Research, School of Computer Science, Northwestern Polytechnical University, Xi'an, 710072, Shaanxi, China
  2. 2Shaanxi Provincial Key Laboratory of Speech and Image Information Processing and the National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, School of Computer Science, Northwestern Polytechnical University, Xi'an, 710072, Shaanxi, China
  3. 3Brain and Artificial Intelligence Laboratory, School of Automation, Northwestern Polytechnical University, Xi'an, 710072, Shaanxi, China
  4. 4Department of Electronic Engineering, The Chinese University of Hong Kong, 999077, Hong Kong, China
  5. 5Center for Brain and Brain-Inspired Computing Research, School of Computer Science, Northwestern Polytechnical University, Xi'an, 710072, Shaanxi, China. Electronic address: [email protected]
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Cite

BibTeXRIS
BibTeX
@article{shi2026fome,
  title = {{FoME: A foundation model for EEG using adaptive temporal-lateral attention scaling}},
  author = {Enze Shi and Kui Zhao and Qilong Yuan and Huawen Hu and Jiaqi Wang and Sigang Yu and Geng Chen and Dingwen Zhang and Yixuan Yuan and Yanning Zhang and Shu Zhang},
  journal = {Computerized Medical Imaging and Graphics},
  year = {2026},
  month = aug,
  doi = {10.1016/j.compmedimag.2026.102817},
  url = {http://arxiv.org/abs/2409.12454},
}
RIS
TY  - JOUR
TI  - FoME: A foundation model for EEG using adaptive temporal-lateral attention scaling
AU  - Enze Shi
AU  - Kui Zhao
AU  - Qilong Yuan
AU  - Huawen Hu
AU  - Jiaqi Wang
AU  - Sigang Yu
AU  - Geng Chen
AU  - Dingwen Zhang
AU  - Yixuan Yuan
AU  - Yanning Zhang
AU  - Shu Zhang
PY  - 2026
DA  - 2026/08/31
JO  - Computerized Medical Imaging and Graphics
DO  - 10.1016/j.compmedimag.2026.102817
UR  - http://arxiv.org/abs/2409.12454
SN  - 0730-4862
SN  - 0895-6111
SN  - 1878-3112
SN  - 1879-0771
ER  -