IIMCNet: Intra- and Inter-modality Correlation Network for Hybrid EEG-fNIRS Brain-Computer Interface [📄 Paper Link]

Xiaoyang Yuan, Yan Zhang, Peter Rolfe, IEEE Journal of Biomedical and Health Informatics 2025.

The dataset can be download at [📄 Onedrive Link] The password is iimc.

Some dataset description can be viewed in this document (https://doc.ml.tu-berlin.de/hBCI/contactthanks.php)

Citation

If you find the code useful, please consider citing our paper using the following BibTeX entry.

@ARTICLE{11106748,
  author={Yuan, Xiaoyang and Zhang, Yan and Rolfe, Peter},
  journal={IEEE Journal of Biomedical and Health Informatics}, 
  title={IIMCNet: Intra- and Inter-modality Correlation Network for Hybrid EEG-fNIRS Brain-Computer Interface}, 
  year={2025},
  volume={},
  number={},
  pages={1-12},
  keywords={Feature extraction;Functional near-infrared spectroscopy;Electroencephalography;Correlation;Data mining;Brain-computer interfaces;Motors;Couplings;Brain modeling;Neural activity;Hybrid brain computer interface (BCI);electorencephalography (EEG);functional near-infrared spectroscopy (fNIRS);intra-modality correlation;inter-modality correlation},
  doi={10.1109/JBHI.2025.3594203}}