Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks

Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos. Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks. In 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018, Honolulu, HI, USA, July 18-21, 2018. pages 1452-1455, IEEE, 2018. [doi]

@inproceedings{PhanACCV18a,
  title = {Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks},
  author = {Huy Phan and Fernando Andreotti and Navin Cooray and Oliver Y. Chén and Maarten De Vos},
  year = {2018},
  doi = {10.1109/EMBC.2018.8512480},
  url = {https://doi.org/10.1109/EMBC.2018.8512480},
  researchr = {https://researchr.org/publication/PhanACCV18a},
  cites = {0},
  citedby = {0},
  pages = {1452-1455},
  booktitle = {40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018, Honolulu, HI, USA, July 18-21, 2018},
  publisher = {IEEE},
  isbn = {978-1-5386-3646-6},
}