Combining fNIRS and EEG to Improve Motor Cortex Activity Classification during an Imagined Movement-Based Task.
Darren J. LeamyRónán CollinsTomás WardPublished in: HCI (20) (2011)
Keyphrases
- eeg data
- classification accuracy
- visuo motor
- pattern recognition
- text classification
- classification method
- eeg signals
- machine learning
- feature extraction
- supervised learning
- automatic classification
- decision trees
- motor imagery
- classification systems
- image classification
- support vector machine
- feature vectors
- decision rules
- training samples
- brain computer interface
- brain activity
- classification algorithm
- support vector machine svm
- human brain
- classification models
- control system
- single trial
- sleep stage
- support vector