A novel strategy for differentiating motor imagination brain-computer interface tasks by fusing EEG and functional near-infrared spectroscopy signals.
Miaomiao GuoLeiguang FengXiaogang ChenMengfan LiGuizhi XuPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- brain computer interface
- brain signals
- visuo motor
- eeg signals
- eeg data
- signal processing
- brain activity
- motor imagery
- motor learning
- single trial
- healthy subjects
- event related potentials
- evoked potentials
- event related
- independent component analysis
- spectral features
- blind source separation
- pattern recognition
- learning algorithm
- machine learning