Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers Article

Pradeepkumar, Jathurshan, Anandakumar, Mithunjha, Kugathasan, Vinith et al. (2024). Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers . IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 32 2893-2904. 10.1109/TNSRE.2024.3438610

Open Access International Collaboration

cited authors

  • Pradeepkumar, Jathurshan; Anandakumar, Mithunjha; Kugathasan, Vinith; Suntharalingham, Dhinesh; Kappel, Simon L; De Silva, Anjula C; Edussooriya, Chamira US

sustainable development goals

authors

publication date

  • January 1, 2024

published in

keywords

  • Automatic sleep stage classification
  • Brain modeling
  • Classification algorithms
  • Electroencephalography
  • Electrooculography
  • Engineering
  • Engineering, Biomedical
  • Life Sciences & Biomedicine
  • RESEARCH RESOURCE
  • Rehabilitation
  • Science & Technology
  • Sleep
  • Task analysis
  • Technology
  • Transformers
  • deep neural networks
  • interpretable deep learning
  • transformers

Digital Object Identifier (DOI)

publisher

  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

start page

  • 2893

end page

  • 2904

volume

  • 32