Skip to content

Repository for code used for data analysis of the study "A critical role for preparatory midfrontal theta in executive functioning in autism as revealed by a high cognitive load brain-computer interface task".

Notifications You must be signed in to change notification settings

CIBIT-UC/BCI_autism

Repository files navigation

Behavioural and BCI feasibility analysis

  • partErrorRate_mixedModel.m: Export data to a file to compare participants' error rate between groups considering cognitive load and practice/learning effects.
  • BCIsystem_errorRate.m: Export data to a file to compare BCI system error rate between groups considering practice/learning effects.

EEG preprocessing

  • eeg_preprocessing.m: EEG data pre-processing. Requirements: EEGLAB.

EEG data analysis

  • preResponse_epochs_topoPlots.m: Create EEG epochs and generate topographic maps of power distribution during pre-response.
  • feedbackLetter_epochs_topoPlots.m: Create EEG epochs and generate topographic maps of power distribution following response feedback.
  • preResponse_mixedModel.m: Export data to compare frequency power during pre-response between groups considering performance, cognitive load, practice/learning effects and distinct task periods.
  • feedbackLetter_mixedModel.m: Export data to compare frequency power during pre-response between groups considering performance and practice/learning effects.

About

Repository for code used for data analysis of the study "A critical role for preparatory midfrontal theta in executive functioning in autism as revealed by a high cognitive load brain-computer interface task".

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages