I'm working in my thesis project that's about how to avoid car accidents by body fatigue, I got some datasets where I got information abouth 12 person that had an EEG analisis when they were fatigue and not, each one for itself, so I'm a little bit lost about how to start to work with that.
I have some idea about how to start, I already did some experiments but all them failed.
Check this code,
https://github.com/shahanesanket/Brain-Wave-Classification
Read this paper it has explanation and code,
https://www.hindawi.com/journals/cin/2011/406391/
Check this tutorial not completely related to our problem but it is interesting and you will get idea.
https://towardsdatascience.com/using-machine-learning-to-categorise-eeg-signals-from-the-brain-to-words-728aba93b2b3
Check the following links for further details;
https://hal.archives-ouvertes.fr/hal-02086581/document
https://github.com/plcrodrigues/py.ALPHA.EEG.2017-GIPSA
https://zenodo.org/record/2348892#.X6ltIogzY2x
Mohammed Algumaei
I think It is the same field you work on. It is useful to have a look
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