Classification of eye-state using EEG recordings: speed-up gains using signal epochs and mutual information measure.
Phoebe M. AsquithHisham IhshaishPublished in: CoRR (2022)
Keyphrases
- mutual information
- similarity measure
- signal processing
- single channel
- eeg signals
- pattern recognition
- information theoretic
- information theoretic measures
- classification accuracy
- pattern classification
- heart rate variability
- kullback leibler divergence
- eeg data
- conditional mutual information
- motor imagery
- multi channel
- epileptic seizures
- machine learning
- computer vision
- feature selection
- feature extraction
- text classification
- image classification
- image registration
- classification algorithm
- medical image registration
- support vector
- training set
- support vector machine
- selection criterion
- information gain
- information theory
- ecg signals
- brain computer interface
- spectral features
- criterion function
- decision trees
- single trial
- support vector machine svm
- frequency domain