Skip to content
DraconiticResearch
Search Sources API
190,332 studies31 sourcesUpdated 25 min ago
PreprintAll rights reservedbioRxiv

Stimulus overlap confounds generalization in EEG foundation-model benchmarks

  1. 1Department of Biomedical Engineering, College of Engineering, Shantou University, Shantou, China

Related

  1. Contributor Turnover Confounds Temporal Comparison of Recorded Habitats: A Voucher-Based Case Study of Three Lycoris Species in China from 2010 to 2020
    Lihui Mao, Yu Shen, Xuerui Cao +5
    Plants (Basel, Switzerland)Peer-reviewedCC BYFull textPlant biologyEurope PMC
  2. Plate design confounds donor variation and model evaluation in single-cell perturbation screens
    G. Ghajari, K. Thirunarayan, F. Amsaad
    bioRxivPreprintCC BYFull textBioinformatics & computational biologybioRxiv
  3. Wolf-dog hybridization: Population structure confounds genetic assignment and hybrid classification
    Ema Cetkovská, Kristýna Eliášová, Jana Šrutová +8
    iSciencePeer-reviewedCC BY-NC 4.0Full textZoology & animal behaviourCell PressCrossrefEurope PMCPMC
  4. Large-Vessel Venous Signal Confounds Apparent Amygdala Activation in BOLD fMRI
    Z. Diamandis, J. M. Tyszka, R. Adolphs
    bioRxivPreprintCC BY-NC-NDFull textNeurosciencebioRxiv
  5. Standard touchscreen test procedures shift circadian rhythms in mice: a modified protocol to minimize circadian confounds
    A. I. Ayres, T. Yildirim, S. Saw +6
    bioRxivPreprintCC BY-NCFull textZoology & animal behaviourbioRxiv
BibTeX
@misc{cui2026stimulus,
  title = {{Stimulus overlap confounds generalization in EEG foundation-model benchmarks}},
  author = {H. Cui and Y. Zhu and T. Xu and S. Huang},
  howpublished = {bioRxiv},
  year = {2026},
  month = oct,
  doi = {10.64898/2026.10.07.757228},
  url = {https://www.biorxiv.org/content/10.64898/2026.10.07.757228v1},
}
RIS
TY  - UNPB
TI  - Stimulus overlap confounds generalization in EEG foundation-model benchmarks
AU  - H. Cui
AU  - Y. Zhu
AU  - T. Xu
AU  - S. Huang
PY  - 2026
DA  - 2026/10/07
PB  - bioRxiv
DO  - 10.64898/2026.10.07.757228
UR  - https://www.biorxiv.org/content/10.64898/2026.10.07.757228v1
ER  -