Classification of eye-state using EEG recordings: speed-up gains using signal epochs and mutual information measure.
Phoebe M. AsquithHisham IhshaishPublished in: IDEAS (2019)
Keyphrases
- mutual information
- similarity measure
- signal processing
- eeg signals
- feature selection
- epileptic seizures
- sleep stage
- information theoretic
- single channel
- motor imagery
- classification accuracy
- pattern recognition
- support vector machine svm
- image classification
- pattern classification
- heart rate variability
- decision trees
- information theoretic measures
- feature vectors
- image registration
- single trial
- information theory
- conditional mutual information
- criterion function
- machine learning
- face recognition
- feature extraction
- classification method
- classification algorithm
- kullback leibler divergence
- spectral features
- information gain
- high frequency
- text classification
- support vector machine