Analyzing EEG data

Hey, I'm in a post-doctoral course now in a univ.

I'm writing an article about the relationship between stress and creativity.

I recorded EEG by using Emotiv mobile EEG device to see the effects of a stress on creativity.

Subjects performed 2 creativity tasks before and after a game to induce stress to them.

I want to show the effects of stress on creativity using EEG data.

I have an old-dated EEG data recorded 6 years ago. And they are .xls files.

These are my requirements about it.

1. statistical analysis from EEG data

2. some brain images and graphs that show the difference of brain waves.

3. I want to show any statistically significant difference of alpha band with graphs

4. explanation about analysis methods, filters applied, etc (required to show in an academic article)

I don't have time stamps related to the EEG data (.xls) so that I need to find a meaningful result.

** sample graphs and images attached

Kĩ năng: Phân tích thống kê, Research Writing, Python, MATLAB, Công nghệ sinh học

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