Incorporating EEG and EMG Patterns to Evaluate BCI-Based Long-Term Motor Training.
Zhongpeng WangBeibei HeYijie ZhouLong ChenBin GuShuang LiuMinpeng XuFeng HeDong MingPublished in: IEEE Trans. Hum. Mach. Syst. (2022)
Keyphrases
- brain computer interface
- motor learning
- long term
- spinal cord injury
- single trial
- motor imagery
- healthy subjects
- event related potentials
- brain signals
- online training
- signal processing
- eeg data
- training patterns
- short term
- spatial filters
- event related
- eeg signals
- motor control
- control system
- training process
- pattern discovery
- active learning
- online learning
- brain activity
- training phase
- training examples
- emg signals
- data mining techniques
- training data
- frequency ranges
- supervised learning
- pattern mining
- design patterns
- neural network
- diffusion tensor imaging