Tutorial at the Neuroergonomics 2021 conference in Munich!

August 23, 2021

Our Martin Gjoreski, in co-organization with prof. Veljko Pejovic, will give a tutorial on “Machine Learning for cognitive load Inference from physiological signals” at the Neuroergonomics 2021 conference hosted by the Ludwig-Maximilians-Universität.

The main goals of the tutorial are:

• identify the most promising sensing modalities and extract the most informative features for cognitive load modelling;
• experiment with both traditional machine learning algorithms as well as deep learning
• for cognitive load inference;
• share lessons learnt from eight-year experience with psychological states modelling and discuss the results of a recent open challenge in mining physiological signals from cognitive load modelling.

The tutorial will be available for students (upon request).