On the utility of power spectral techniques with feature selection techniques for effective mental task classification in noninvasive BCI.
Akshansh GuptaRamesh Kumar AgrawalJyoti Singh KirarJavier Andreu-PerezWei-Ping DingChin-Teng LinMukesh PrasadPublished in: CoRR (2021)
Keyphrases
- brain computer interface
- feature extraction
- pattern recognition
- motor imagery
- support vector
- classification method
- classification accuracy
- image classification
- text classification
- feature selection
- decision trees
- support vector machine svm
- signal processing
- image processing
- eeg signals
- unsupervised learning
- feature set
- probabilistic model
- pairwise
- multiscale
- model selection
- classification algorithm
- support vector machine
- probability density function
- eeg data
- brain signals