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ihgumilar / Hyperscanning2-redesign

Experiment of hyperscanning2-redesign is adding questionnaire inside VR and also improved the UNITY that is used for the experiment.
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Order of using code for EEG data #34

Open ihgumilar opened 2 years ago

ihgumilar commented 2 years ago

Pre-processing

  1. Separate EEG between baseline & experimetal data using this code https://github.com/ihgumilar/Hyperscanning2-redesign/commit/2e2b86ec25220141520bf86ab7d5dcbc472b8ea4
  2. Combine pre and post data (for each baseline and experimental), for all eye conditions, using this code 432da5e7e21b0bad02b49ab5be59533bfa77aa7
    • ToDo: Change loop from 16 to whatever length of files that are available)
  3. Clean EEG data for both baseline and experimental data using this code a619b0b6b903abebabc3541d8067a78873af392d
    • ToDo : Update bad channels, in case the data has increased / updated
ihgumilar commented 2 years ago

Analysis and statistical permutation

  1. Statistical analysis to check if the connection is significant or not. It saves significant connections as well as the actual score of such significant connection by using this code f9a8c6143e4a46d6f5a0a23c0e60406b0f1981a5
    • ToDo: It still needs to be moved to main branch. Once it is done, then change the commit hash that is located in the main branch
  2. Maybe we need to create a new file that counts the total number of connections and do ANCOVA. The code to count how many connections and actual score (out of all participants can be found here #32