Katharina Lingelbach
Katharina Lingelbach
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Investigating Feature Set Decisions for Mental State Decoding in Virtual Reality Based Learning Environments
Brain-Computer Interfaces (BCIs) combined with Virtual Reality (VR) enable the development of user-aware systems for individualized …
Katharina Lingelbach
,
Daniel Diers
,
Michael Bui
,
Mathias Vukelic
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DOI
Towards User-Aware VR Learning Environments: Combining Brain-Computer Interfaces with Virtual Reality for Mental State Decoding
User-aware adaptive systems can greatly benefit from brain-computer interface (BCI) technologies. BCIs allow continuous monitoring of …
Katharina Lingelbach
,
Daniel Diers
,
Mathias Vukelic
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Poster
Video
DOI
Examining Joy of Use and Usability During Mobile Phone Interactions within a Multimodal Methods Approach
We investigate experienced joy of use (JoU) and usability using a multimodal methods approach by systematically varying mobile phone …
M.Sc. Katharina Lingelbach
,
Nektaria Tagalidou
,
Patrick S. Markey
,
Bettina Föll
,
Matthias Peissner
,
Mathias Vukelic
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DOI
Exploring Conventional, Automated and Deep Machine Learning for Electrodermal Activity-Based Drivers’ Stress Recognition
Stress and cognitive overload during driving are associated with decreased performance potentially leading to serious mistakes and even …
M.Sc. Katharina Lingelbach
,
Michael Bui
,
Frederik Diederichs
,
Mathias Vukelic
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Video
DOI
Real-time feedback of subjective affect and working memory load based on neurophysiological activity
We investigated the effects of feedback on users’ performance during a cognitive task with concurrent emotional distraction. Our aim …
Sabrina Gado
,
M.Sc. Katharina Lingelbach
,
Michael Bui
,
Jochem W. Rieger
,
Mathias Vukelic
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Poster
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DOI
Investigating the Emotion-Cognition Interaction: Effects of Affective Distractors on Working Memory Load
In the past decade, theoretical models of modular architectures with cold cognitive and hot affective-emotional systems have been …
M.Sc. Katharina Lingelbach
,
Sabrina Gado
,
Jochem W. Rieger
,
Mathias Vukelic
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Project
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Investigating the Modulation of Spatio-Temporal and Oscillatory Power Dynamics by Perceptible and Non-perceptible Rhythmic Light Stimulation
Several studies emphasize the great potential of rhythmic light stimulation to evoke steady-state visual evoked potentials (SSVEPs) …
Katharina Lingelbach
,
Isabel Schöllhorn
,
Alexander M. Dreyer
,
Frederik Diederichs
,
Michael Bui
,
Michael Weng
,
Jochem W. Rieger
,
Ina Petermann-Stock
,
Mathias Vukelic
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DOI
Neuro-adaptive tutoring systems - Neurophysiological-based recognition of affective-emotional and cognitive states of learners for intelligent neuro-adaptive tutoring systems
Monitoring learners’ mental states via a passive Brain-Computer Interface (BCI) allows to continuously estimate current abilities, …
Katharina Lingelbach
,
Sabrina Gado
,
Wilhelm Bauer
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Temporal Decoding of Emotion and Workload from Fixation-Related EEG Recordings
Electroencephalographic (EEG) recordings allow to capture temporal activation patterns associated with the current level of workload or …
M.Sc. Katharina Lingelbach
,
Daniela Piechnik
,
Anne-Marie Brouwer
,
Ivo Stuldreher
,
Mathias Vukelic
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Poster
Video
What I feel and what I say: Decoding neurophysiological correlates of cognitive and affective states
For neuroergonomic applications, robust decoding of activation patterns indicating current affective or cognitive states is a crucial …
M.Sc. Katharina Lingelbach
,
Sabrina Gado
,
Jochem W. Rieger
,
Mathias Vukelic
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