Preliminary study on the impact of EEG density on TMS-EEG classification in Alzheimer's disease.
Alexandra-Maria TautanElias P. CasulaIlaria BorghiMichele MaiellaSonia BonnìMarilena MineiMartina AssognaBogdan IonescuGiacomo KochEmiliano SantarnecchiPublished in: EMBC (2022)
Keyphrases
- preliminary study
- eeg signals
- eeg data
- motor imagery
- sleep stage
- healthy subjects
- single trial
- brain computer interface
- signal processing
- pattern recognition
- preprocessing
- event related
- machine learning
- feature vectors
- classification scheme
- classification models
- frequency band
- spatial filters
- feature selection
- support vector machine svm
- text classification
- supervised learning
- support vector machine
- classification accuracy
- active learning
- support vector
- decision trees
- pattern classification
- extracted features
- classification algorithm
- model selection
- image classification
- spectral features
- feature space
- brain signals