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Order of using code for EEG data #34

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ihgumilar opened this issue Oct 2, 2022 · 1 comment
Open

Order of using code for EEG data #34

ihgumilar opened this issue Oct 2, 2022 · 1 comment
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EEG data classification Pre-processing EEG data, eg. separating data, marker, etc. EEG inter-brain synchrony analysis Calculating inter-brain synchrony with various algorithms EEG stats analysis Statistical analysis of inter-brain synchrony result EEG script related to EEG data

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@ihgumilar
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ihgumilar commented Oct 2, 2022

Pre-processing

  1. Separate EEG between baseline & experimetal data using this code 2e2b86e
  2. Combine pre and post data (for each baseline and experimental), for all eye conditions, using this code 432da5e
  • ToDo: Change loop from 16 to whatever length of files that are available)
  1. Clean EEG data for both baseline and experimental data using this code a619b0b
  • ToDo : Update bad channels, in case the data has increased / updated
@ihgumilar ihgumilar changed the title Order of using code Order of using code for EEG data Oct 2, 2022
@ihgumilar
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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 f9a8c61
  • 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
  1. 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 Notes : Code to count average significant actual score of specific connections out of all pairs (from dictionary), which have key #32

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Labels
EEG data classification Pre-processing EEG data, eg. separating data, marker, etc. EEG inter-brain synchrony analysis Calculating inter-brain synchrony with various algorithms EEG stats analysis Statistical analysis of inter-brain synchrony result EEG script related to EEG data
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