The classification of EEG-based winking signals: a transfer learning and random forest pipeline

• Main Authors: Jothi Letchumy, Mahendra Kumar, Rashid, Mamunur, Rabiu Muazu, Musa, Mohd Azraai, Mohd Razman, Norizam, Sulaiman, Rozita, Jailani, Anwar, P. P. Abdul Majeed
• Format: Article
• Language: English
• Published: PeerJ Inc. 2021
• Subjects: TK Electrical engineering. Electronics Nuclear engineering; TS Manufactures
• Online Access: http://umpir.ump.edu.my/id/eprint/31406/1/The%20classification%20of%20EEG-based%20winking%20signals.pdf; http://umpir.ump.edu.my/id/eprint/31406/; https://doi.org/10.7717/peerj.11182; https://doi.org/10.7717/peerj.11182

Brain Computer-Interface (BCI) technology plays a considerable role in the control of rehabilitation or peripheral devices for stroke patients. This is particularly due to their inability to control such devices from their inherent physical limitations after such an attack. More often than not, the...