Multivariate pattern analyses of Electroencephalography data - Theory and Practice.
First edition [2020._online course]
Course description_
The course took place 23rd-27th of Nov 2020, and combined pre-recorded theoretical contents with synchronous practice live sessions in small groups. Thirty students in total were able to follow the course, who were based at labs in:
- University of Barcelona (Barcelona, Spain)
- Jagiellonian University (Krakow, Poland)
- Center of Biomedical Technology (Madrid, Spain)
- University of Granada (Granada, Spain)
- University of Coimbra (Portugal)
- Universidad Autónoma de Madrid (Madrid, Spain)
- Universiteit Gent (Gent, Belgium)
- Basque Center on Cognition, Brain and Language (Basque Country, Spain)
- Leipzig University Medicine (Leipzig, Germany)
- Max-Planck Institut (Germany)
- University os Sevilla (Sevilla, Spain)
The live session schedules were_
| Dates | Contents | Live sessions |
|---|---|---|
| 23rd November | Q&A Day 1 contents: Introduction to EEG signal. | 16:00-18:00h |
| 24th November | Q&A Day 2 contents and practice with EEG preprocessing. | 11:00-13:00h |
| 24th November | Q&A Day 2 contents and practice with LDA on EEG voltage amplitude. | 17:30-20:00h |
| 25th November | Q&A Day 3 contents and practice with time generalization. | 11:00-13:00h |
| 25th November | Q&A Day 3 contents and practice interpreting the classifier and addressing confounds. | 17:30-20:00h |
| 26th November | Q&A Day 4 contents and practice with RSA. | 11:00-13:00h |
| 26th November | Deep Neural Networks (Live talk: Prof. Radoslaw Cichy). | 16:00-17:30h |
| 26th November | Q&A Day 4 contents and practice with Forward models. | 17:30-20:00h |
| 27th November | Q&A Day 4 contents: Segmentation methods. | 10:00-11:00h |
| 27th November | Q&A Day 5 contents and Practice with Deep Neural Networks. | 11:00-13:00h |