Detection of Excessive Daytime Sleepiness in Resting-State EEG Recordings: A Novel Machine Learning Approach Using Specific EEG Sub-Bands and Channels.
Johannes BreitenbachHermann BaumgartlRicardo BuettnerPublished in: AMCIS (2020)
Keyphrases
- epileptic seizures
- resting state
- brain activity
- functional connectivity
- single channel
- healthy subjects
- machine learning
- eeg signals
- multi channel
- brain computer interface
- event related
- signal processing
- eeg data
- data mining
- independent component analysis
- frequency domain
- brain connectivity
- feature selection
- activation detection
- pattern recognition