A Sliding Window Common Spatial Pattern for Enhancing Motor Imagery Classification in EEG-BCI.
Pramod GaurHarsh GuptaAnirban ChowdhuryKarl A. McCreadieRam Bilas PachoriHui WangPublished in: IEEE Trans. Instrum. Meas. (2021)
Keyphrases
- motor imagery
- sliding window
- brain computer interface
- eeg signals
- data streams
- eeg data
- spatial patterns
- window size
- online training
- variable size
- fixed size
- streaming data
- stream data
- spinal cord injury
- single trial
- spatio temporal
- signal processing
- healthy subjects
- event related
- pattern recognition
- limited memory
- blind source separation
- brain activity
- feature extraction
- machine learning
- brain signals
- data sets