Pediatric-EEG

This repository is used for preprocessing and analyzing 26-channel EEG data

Data provided by Dr. Kevin Jones

Requires following add-ons:

Symbolic Math Toolbox
Statistics and Machine Learning Toolbox
Signal Processing Toolbox
EEGapp

Main pipeline scripts

Spectrogram_check
PD_EEG_pipeline_baseline: smallest baseline threshold acquired
PD_EEG_pipeline_rest

Preprocessing steps in MATLAB

step-by-step instruction uploaded as the pdf file

Analysis Pipeline in MATLAB

derived from the NET_ICU Pipeline by Charlotte and Miriam
Utils include csv files of left, right, whole brain electrode locations in 'BESA'
Topographic Map measuring from 1-15Hz (delta, theta, alpha) frequency bands

Dimensionality Reduction in Python

Multiple States can be projected on to the same 2 ICA component space