/EEG-PIW-WL

Using EEG and Pilot Inceptor Workload to Quantify Pilots' Workload

Primary LanguagePythonMIT LicenseMIT

EEG-PIW-WL

Using EEG and Pilot Inceptor Workload (PIW) to Quantify Pilots' Workload (WL)


By Evy van Weelden* and Carl van Beek.
Affiliated with Tilburg University, Department of Cognitive Science & Artificial Intelligence.
*e.vanweelden@tilburguniversity.edu


"eeglab_preprocessing.m" is for the cleaning of EEG data.

"Prediction models EEG.py" contains RFE and classifiers for absolute and baseline-corrected EEG spectral power features.

"RFE and classifier with PIW.py" contains RFE and classifier for absolute EEG + PIW features.



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