Cognition and Affect - Let's try to disentangle them!
The central research question of my doctoral thesis and reason for sleepless nights is how cognitive processes and emotional distractions interact with each other. How are cognitive resources devided and attention allocated during their interaction? In this preliminary project, we investigated the emotion-cognition interaction with EEG and a working memory - arithmetics task with auditory emotional distractions.
Oct 26, 2023
Neuro-adaptive tutoring systems - Neurophysiological-based recognition of affective-emotional and cognitive states of learners for intelligent neuro-adaptive tutoring systems
A study presenting neuro-adaptive tutoring systems leveraging EEG and machine learning to monitor, predict, and adapt to learners' cognitive and emotional states.
Jul 1, 2021
Feinfühlige Technik: Wie Neuroergonomie und Brain-Computer-Interfaces in der Praxis eingesetzt werden können
Neuroergonomische Methoden zeigen Potenziale für menschgerechte Technikgestaltung und fördern Akzeptanz sowie Nutzerzentrierung in Designprozessen.
Mar 1, 2021
Combining eye tracking and physiology for detection of emotion and workload
Combining eye tracking with physiological measures like EEG and EDA can help detect cognitive workload and emotional processing in real-life scenarios.
Jan 18, 2021
Our Brain in the Car - Driver State Decoding with Magnetecephalography (MEG)
In one of my PhD projects, I am investigating neuronal activation patterns during simulated driving with Magnetencephalography. I am interested in understanding and decoding cognitive processes during driving with different task difficulties (easy highway road and visually and attentionally more challenging construction work) and concurrent auditory emotional distraction of different valence (negative, neutral, and positive).
Apr 19, 2016