Performance of 1D-CNNs for EEG-Based Mental State Classification: Effects of Domain, Window Size and Electrode Montage.
Veda Narayana KoraganjiAidan J. WhelanAkhil MokkapatiJuliette N. ZerickR. Michael WintersGregory F. LewisPublished in: SMC (2021)
Keyphrases
- window size
- mental states
- eeg signals
- classification accuracy
- sliding window
- window sizes
- fixed size
- feature vectors
- support vector machine
- machine learning
- support vector
- pattern classification
- intelligent agents
- sleep stage
- cognitive states
- data analysis
- multi agent
- feature extraction
- decision trees
- artificial intelligence