psyence221b / essentialeeganalysis Goto Github PK

This repository is for materials of workshop in Psychology department, Korea University, 2018.
The workshop is EEG analysis workshop including signal processing theory, preprocessing, time-frequency analysis, connectivity analysis, etc.
The main goal of the workshop is reaching the level that analyze one's own EEG data, calculate statistical results, and make figures can be used for article publication.
The workshop is held in during spring semester, 2018.

If you need sample EEG datasets for practicum of preprocessing and ERP, ERSP analysis,
please download sample EEG files in following adresses.

sample EEG datasets for preprocessing(Chapter9)
https://drive.google.com/open?id=1U-xUvqGUu4kzXAYRtoxdeNURt9RCWRKt
sample EEG datasets for ERP & ERSP(Chapter10)
https://drive.google.com/open?id=1im7K61Nfr5hHgdSFcTCiDHUVy60rcS40
Source localization illustration example with FieldTrip(Chapter13)
https://drive.google.com/open?id=1_lT-3NlhgIdw9JYNq3dj7c0_SY_FcHeF
Prism 7 and BrainNet Viewer(Chapter16)
https://drive.google.com/open?id=1obhI-nV1lYDFLhM05i6dIxyi-C4V0ND1

All other materials you can find in this repository, sorry for your inconvenience. This is because of Github file size limitation.

If you need further helpful advice for AMICA, EEGLAB toolbox, check this page.
https://sccn.ucsd.edu/wiki/Makoto's_preprocessing_pipeline

-Introduction
-Fourier Analysis
-Time-Frequency Analysis
-Negative Frequency
-Filtering
-Practicum : Preproecssing
-Practicum : ERSP & ERP
-Practicum : STUDY function in EEGLAB
-Basic connectivity
-Granger Causality
-Source Localization
-Practicum : Brainstorm
-Brain Networks
-Practicum : GraphVar
-Practicum : Prism 7
-Practicum : BrainNet Viewer
-ETC