- Dataset : http://fcon_1000.projects.nitrc.org/indi/cmi_healthy_brain_network/
- Video-watching EEG (170s) recorded using high-density 128 electrodes
- Consensus anatomical graph built using tractography
- Preprocessing adapting doi: 10.1038/sdata.2017.40 (2017) & https://doi.org/10.1016/j.neuroimage.2020.117001
- Source Reconstruction using eLORETA and BEM & Parcellation on 360 regions of HCP-MMP atlas
- Inter-Subject Correlation (ISC) using Correlated Component Analysis (CorrCCA) introduced in doi: 10.3389/fnhum.2012.00112
- Quantifying Structure-Function relationship using a Graph-Signal Processing (GSP) measure called Structure-Function Decoupling (SDI) introduced in https://doi.org/10.1038/s41467-019-12765-7
The folders above are ordered sequentially needed for the analysis: Downloading the dataset from AWS -> Loading and preprocessing -> EEG source localization -> Analysis on Graph space.