23-27th of November 2020

[MULTIVARIATE EEG ANALYSIS] _online course

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