EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices

Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Moritz Scherer, Matteo Antonio Scrugli, Paolo Meloni, Luca Benini. EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices. In IEEE Biomedical Circuits and Systems Conference, BioCAS 2022, Taipei, Taiwan, October 13-15, 2022. pages 640-644, IEEE, 2022. [doi]

@inproceedings{BusiaCIBBSSMB22,
  title = {EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices},
  author = {Paola Busia and Andrea Cossettini and Thorir Mar Ingolfsson and Simone Benatti and Alessio Burrello and Moritz Scherer and Matteo Antonio Scrugli and Paolo Meloni and Luca Benini},
  year = {2022},
  doi = {10.1109/BioCAS54905.2022.9948637},
  url = {https://doi.org/10.1109/BioCAS54905.2022.9948637},
  researchr = {https://researchr.org/publication/BusiaCIBBSSMB22},
  cites = {0},
  citedby = {0},
  pages = {640-644},
  booktitle = {IEEE Biomedical Circuits and Systems Conference, BioCAS 2022, Taipei, Taiwan, October 13-15, 2022},
  publisher = {IEEE},
  isbn = {978-1-6654-6917-3},
}