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MPDB: A multimodal physiological dataset for driving behaviour analysis

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MPDB: A multimodal physiological dataset for driving behaviour analysis

This project includes the preprocessing code and classification model code of this dataset.

preprocessing

The preprocessing directory contains the preprocessing codes for EEG, EMG and GSR. The codes are written in MATLAB and need to use the EEGLAB toolbox. The codes pass the test on MATLAB 2021b.

classification

The classification model includes EEGNet and MMPNet, and the code is written in python.

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MPDB: A multimodal physiological dataset for driving behaviour analysis

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