Optimizing Prediction Model for a Noninvasive Brain-Computer Interface Platform Using Channel Selection, Classification, and Regression.
Soheil BorhaniJustin KilmarxDavid SaffoLucien NgReza AbiriXiaopeng ZhaoPublished in: IEEE J. Biomed. Health Informatics (2019)
Keyphrases
- prediction model
- regression model
- brain computer interface
- motor imagery
- eeg signals
- brain signals
- eeg data
- support vector
- stepwise regression
- model selection
- classification accuracy
- bp neural network
- feature vectors
- pattern classification
- machine learning
- signal processing
- single trial
- software reliability
- response surface methodology
- feature space
- pattern recognition
- feature extraction
- cross validation
- feature selection
- healthy subjects
- spatial filters
- computer screen
- image processing
- wavelet neural network
- predictive model
- sparse representation
- training set