This project was a part of my Master's Thesis titled: "Analysis of Fatigue and Loss of Alertness using Electroencephalography (EEG) signals (pdf)"

• The data was collected for subjects doing various tests like auditory response test, stroop test etc. for eliciting mental fatigue over 10 or more continuous sessions.

• EEG and other physiological signals were collected from the participants

• Ordinal pattern based functional connectivity analysis was carried out along with exploring other motif based features for the same purpose.

• We found an increase in alpha band synchronization with fatigue onset using different network parameters.

Publications:

1. Sengupta, Anwesha, Abhishek Tiwari, and Aurobinda Routray. "Analysis of cognitive fatigue using EEG parameters." Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE. IEEE, 2017.

2. Sengupta, Anwesha, Abhishek Tiwari, and Aurobinda Routray. "Loss of Alertness under Cognitive Fatigue Using EEG Synchronization." 2017 14th IEEE India Council International Conference (INDICON). IEEE, 2017.

3. Sengupta, Anwesha, Abhishek Tiwari, Aritra Chaudhuri, and Aurobinda Routray. "Analysis of loss of alertness due to cognitive fatigue using motif synchronization of EEG records." In Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the, pp. 1652-1655. IEEE, 2016.