Overall optimization of CSP based on ensemble learning for motor imagery EEG decoding.
Shaorong ZhangZhibin ZhuBenxin ZhangBao FengTianyou YuZhi LiZhiguo ZhangGan HuangZhen LiangPublished in: Biomed. Signal Process. Control. (2022)
Keyphrases
- motor imagery
- ensemble learning
- brain computer interface
- eeg signals
- ensemble methods
- generalization ability
- optimization algorithm
- healthy subjects
- eeg data
- feature selection
- random forest
- signal processing
- unlabeled data
- data analysis
- blind source separation
- concept drift
- base classifiers
- brain activity
- nearest neighbor
- prior knowledge
- feature space
- spinal cord injury