EEG signal classification for BCI applications by wavelets and interval type-2 fuzzy logic systems.
Thanh NguyenAbbas KhosraviDouglas C. CreightonSaeid NahavandiPublished in: Expert Syst. Appl. (2015)
Keyphrases
- eeg signals
- type fuzzy logic systems
- brain computer interface
- motor imagery
- signal processing
- healthy subjects
- eeg data
- fuzzy sets
- event related potentials
- brain signals
- image processing
- feature extraction
- brain activity
- extracted features
- pattern recognition
- classification accuracy
- machine learning
- feature vectors
- kernel density estimators
- feature selection
- decision making
- support vector machine svm
- text classification
- expert systems
- neural network
- computational intelligence
- probabilistic model
- hidden markov models
- multiresolution