This workshop will a number of aspects of Advnced EEG analysis. We will cover:
-Data simulation using the free BESA simulator
-We will perform ERP, time-frequency and source analysis of this simulated data using EEGLAB, FieldTrip and BrainStorm.
-We will similuate alpha osillations in FieldTrip and do a beamformer source reconstruction.
-We will learn how to write EEGLAB scripts using the eegh function
-We look at cochlear implant artifact reductions using ICA
-We will use temporal response functions for analyzing ongoing running speech using the mTRF toolbox.
Example scripts and datasets are provided below.
There are lots of online tutorials to supplement the workshop. Please visit the links below for the tutorials.
Also, links for youtube lectures are given below.
Make sure you have the following free downloads installed:
Data files to download
Normal hearing EEG data set. Data from 4 participants (AM burst). Dataset includes raw EEG files and EEGLAB processed. Click here to download.
Cochlear implant artifact reduction files. Data files as zip (VHDR, and EEGLAB formats). Click here to download.
Matlab files to download
Brain Vision EEGLAB importer. Click here to download.
Click here to download BESA generic file reader
BESA simulator to FieldTrip and time-frequency analysis click here
Summary of CI artifact. Click here to download.
SFP electrode file used: sunnyb 64ch_nofids.sfp here to download.
Extra Matlab files, example batch scripts for EEGLAB and FieldTrip. Click here to download.
FieldTrip video lectures:
EEGLAB video lectures:
BrainStorm video lectures:
Mike X Cohen video lectures:
Let us know how we did! Please fill out this form: