WORKSHOP AND TRAINING

EEGLAB toolbox for brain signal processing (Theoretical and practical skills)

WORKSHOP SCHEDULE:

A. first day:

1. How to record EEG signals using Encephalan (19-channel) and open BCI devices (16-channel).

2. How to record EEG signal for driver fatigue

3. How to record EEG signal to recognize emotions.

4. How to record EEG signal to recognize motor imagery decisions.

5. How to record EEG signal while sleeping.

6. How to record signals in patients with epilepsy.

7. Encephalan software environment tutorial.

8. Open BCI software tutorial.

B. Second day:

Introduce the EEGLAB Toolkit and how to attach it to MATLAB
Importing EEG data in the toolbox and display it
Change channel montages and settings
Import and export different data types
Obtainging frequency spectrum of channels and brain mapping
Introducing preprocessing tools
Change the sampling rate of the signal
Data filtering
Change the reference channel
Independent component analysis (ICA)
Signal decomposition using ICA method
Two-dimensional and three-dimensional display of components on the skull
Check and remove the components
Noise reduction using various methods provided in the EEGLAB toolbox
How to record and extract event related potentials (ERP), and the importance of ERP components in medical diagnostic systems
Extract OPACs for presenting events in the ERP registry
Averaging OPACs to extract ERP
Display ERPs in a timely manner
View ERPs with two-dimensional and three-dimensional brain mappings
ERP comparison for different conditions
Extraction of information from the frequency spectrum of ERPs
Enter a collection of data from a study in a toolbox
How to work with collections (designing a preliminary study)
Log into MATLAB software for more advanced processing

WORKSHOP INSTRUCTORS: