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Thrive Theta DDM

Project Goal

The goal of this project is to test the effects of age and social context on error-related theta inter-channel phase synchrony (ICPS) over distinct scalp locations and further to examine how error-related theta ICPS relates to post-error adjustments indexed by the Shrinking Spotlight Diffusion Model (SSP-DDM). This project utilized data from a larger longitudinal adolescent study (THIRVE; R01MH131637; PIs: Dr. G.A. Buzzell & Dr. J.W. Pettit).

Background & Design

This project uses EEG data of adolescents aged 11-14 who completed an arrow flanker task under varying social contexts (Observed by their peer vs. Alone).

Roadmap

Future releases and milestones will be documented here.

Contents

This repository is organized as follows:

  • code/: Contains all scripts used for analysis.
    • behavior/: Python scripts for behavioral data processing.
    • ddm/: R and C++ code for SSP-DDM fitting.
    • preprocessing-eeg/: MATLAB scripts for EEG preprocessing using the MADE pipeline.
  • derivatives/: Stores processed data and intermediate outputs generated by the analysis scripts.
  • input/: Contains information about the raw input data used for the project.
  • literature/: A collection of relevant publications and references.
  • products/: Holds released products such as posters and papers.
  • results/: Final figures and statistical outputs.

Work in Development

This main branch contains completed releases for this project. For all work-in-progress, please switch over to the dev branches.

Contributors

Role Name
PI Dr. George Buzzell
Lead Felix Zakirov

Learn more about us here.

Contributing

If you are interested in contributing, please read our CONTRIBUTING.md file.