An introduction to processing data with EEGLAB. The rendered version of the lesson can be found here.
| # | Episode | Time | Question(s) |
|---|---|---|---|
| 1 | Matlab: need to knows | 30 | How does one work with data in Matlab? How to set up the paths in Matlab for EEGLAB? |
| 2 | The EEG structure elements | 30 | Where are the EEG properties stored in EEGLAB’s EEG structure? How to work with the data array, events, channel coordinates, and ICA related fields? |
| 3 | Basic ERP processing | 30 | How is data loaded into EEGLAB’s EEG structure? How can data be viewed from EEGLAB? How can Event Related Potentials be generated in EEGLAB? |
| 4 | Scripting from the history | 30 | How can processing steps be automated from EEGLAB? How is interactive use of EEGLAB translated to scripts? How are scripts executed? |
| 5 | Summarizing EEG data measures across readings | 30 | How are group level summaries generated in EEGLAB via the STUDY structure? How is data organized for the STUDY structure? How to plot group level ERPs and making comparisons? |
| 6 | ICA artifact isolation (removal) | 30 | How can ICA be used to isolate signal from noise? What types of EEG artifacts can be isolated with ICA? How are ICA corrections performed? |
| 7 | ICA hypothesis testing | 30 | How can hypothesis testing be performed on ICs instead of scalp signals? What tools are available for visualizing ICA ERPs? How can we examine ICs across subjects in a group analysis? |
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