Filter bank common spatial pattern and envelope-based features in multimodal EEG-fTCD brain-computer interfaces
Alaa-Allah Essam, Ammar Ibrahim, Ashar Seif Al-Nasr, Mariam El-Saqa, Sohila Mohamed, Ayman Anwar, Ayman Eldeib, Murat Akçakaya, Aya F. Khalaf
This paper improves multimodal EEG-fTCD brain-computer interfaces using FBCSP and envelope features, achieving high classification accuracies for motor imagery and mental rotation tasks.
PLoS ONE · May 22, 2025Peer-reviewedBioengineering