Katharina Lingelbach (M.Sc.)
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Katharina Lingelbach (M.Sc.)
Research interests
My research investigates neuronal correlates associated with cognitive processes during emotional distraction using EEG, MEG, fNIRS and Eye Tracking.
I am interested in new approaches in signal processing as well as encoding and decoding approaches to better understand how our brain processes emotional stimuli during ongoing cognitive tasks not only in laboratory settings but also in our everyday life.
Publications
2023
Gado, S.; Lingelbach, K.; Wirzberger, M.; Vukelić, M. (2023). Decoding Mental Effort in a Quasi-Realistic Scenario: A Feasibility Study on Multimodal Data Fusion and Classification. Preprints.org, 2023061083. https://doi.org/10.20944/preprints202306.1083.v1
Lingelbach, K., Diers, D., Bui, M., Vukelic, M. (2023). Investigating Feature Set Decisions for Mental State Decoding in Virtual Reality based Learning Environments. In Advances in Neuroergonomics and Cognitive Engineering: Proceedings of the AHFE 2023 14th International Conference on Neuroergonomics and Cognitive Engineering, July 20-23, 2023, USA. Springer International Publishing.
Lingelbach, K., Diers, D., Vukelic, M. (2023). Towards User-Aware VR Learning Environments: Combining Brain-Computer Interfaces with Virtual Reality for Mental State Decoding. In CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, April 24-28, 2023, Hamburg, Germany (submitted). New York (NY): Association for Computing Machinery. https://doi.org/10.1145/3544549.3585716
Lingelbach, K., Vukelić, M., & Rieger, J. W. (2023). Gaudie: Development, validation, and exploration of a naturalistic German AUDItory Emotional database. Behavior Research Methods. Advance online publication. https://doi.org/10.3758/s13428-023-02135-z
Lingelbach, K., & Rieger, J. (2023, April 19). GAUDIE: Development, Validation and Exploration of a Naturalistic German AUDItory Emotional Database. https://doi.org/10.17605/OSF.IO/XYR6J
2022
Lingelbach, K., Tagalidou, N., Markey, P., Föll, B., Peissner, & Vukelic, M. (2022). Examining Joy of Use and Usability During Mobile Phone Interactions within a Multimodal Methods Approach. In Proceedings of Mensch Und Computer 2022 (pp. 276-285). Association for Computing Machinery. https://doi.org/10.1145/3543758.3543771
Lingelbach, K., Bui, M., Diederichs, F., & Vukelić, M. (2021, October). Exploring Conventional, Automated and Deep Machine Learning for Electrodermal Activity-Based Drivers’ Stress Recognition. In 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (pp. 1339-1344). IEEE. https://doi.org/10.1109/SMC52423.2021.9658662
2021
Gado, S., Lingelbach, K., Bui, M., Rieger, J. W., & Vukelic, M. (2021). Real-time feedback of subjective affect and working memory load based on neurophysiological activity. In HCI International 2021-Late Breaking Posters: 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings, Part II (pp. 80-87). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-90179-0_11
Lingelbach, K., Gado, S., Vukelić, M, & Rieger, J. W. (2021). Investigating the Emotion-Cognition Interaction: Effects of Affective Distractors on Working Memory Load. Presented at the 3rd Neuroergonomics Conference on The Brain at Work and in everyday life, Munich, Germany, September 11-16, 2021. neuroergonomicsconference.um.ifi.lmu.de/wp-content/uploads/submissions/120.pdf
Best Talk Award. Talk available at https://www.youtube.com/watch?v=DkWv0ai2pZc
Lingelbach, K., Gado, S., Vukelić, M, & Rieger, J. W. (2021). What I feel and what I say: Decoding neurophysiological correlates of cognitive and affective states. Presented at the 3rd Neuroergonomics Conference on The Brain at Work and in everyday life, Munich, Germany, September 11-16, 2021. neuroergonomicsconference.um.ifi.lmu.de/wp-content/uploads/submissions/126.pdf
Lingelbach, K., Piechnik, D., Brouwer, A.-M., Stuldreher, I., & Vukelić, M. (2021). Temporal Decoding of Emotion and Workload from Fixation-Related EEG Recordings. Presented at the 3rd Neuroergonomics Conference on The Brain at Work and in everyday life, Munich, Germany, September 11-16, 2021. neuroergonomicsconference.um.ifi.lmu.de/wp-content/uploads/submissions/107.pdf
Lingelbach, K., Dreyer, A. M., Schollhörn, I., Bui, M., Weng, M., Diederichs, F., … Vukelić, M. (2021). Brain oscillation entrainment by perceptible and non-perceptible rhythmic light stimulation. Frontiers in Neuroergonomics, 2, 9. FULL TEXT
Lingelbach, K., Schöllhorn, I., Dreyer, A. M., Diederichs, F., Bui, M., Weng, M., … Vukelić, M. (2021). Investigating the Modulation of Spatio-Temporal and Oscillatory Power Dynamics by Perceptible and Non-perceptible Rhythmic Light Stimulation. doi.org/10.1007/978-3-030-80285-1_2
2020
Vukelic, M., Lingelbach, K., Pollmann, K., & Peissner, M. (2020). Oscillatory EEG Signatures of Affective Processes during Interaction with Adaptive Computer Systems. Brain Sciences, 11(1), 35.https://doi.org/10.3390/brainsci11010035
Brouwer, A. M., Stuldreher, I., Huertas Penen, S., Lingelbach, K., & Vukelić, M. (2020). Combining eye tracking and physiology for detection of emotion and workload. Measuring Behavior 2020-21. https://doi.org/10.6084/m9.figshare.13013717.v5
2019
Kosuru, R. K., Lingelbach, K., Bui, M. & Vukelić, M., (2019). MindTrain: How to Train your Mind with Interactive Technologies. In: Alt, F., Bulling, A. & Döring, T. (Hrsg.), Mensch und Computer 2019 - Tagungsband. New York: ACM. https://doi.org/10.1145/3340764.3344884
CV
10.2020 - present
Applied Neurocognitive Psychology Lab, University of Oldenburg
Supervisor: Prof. Jochem Rieger
10.2018 - present
Employee as research associate at the Fraunhofer Institute for Industrial Engineering IAO, Human Machine Interaction Research Group Applied Neurocognitive Systems
10.2016 - 10.2018
B.Sc and M.Sc. Psychology - Cognitive and Neuroscience, University of Vienna, Austria
Master Thesis in cooperation with the MPI for Human Cognitive and Brain Science
The role of the right dorsolateral prefrontal cortex in voluntary retrieval suppression: An online rTMS approach
10.2014 - 10.2016
B.Sc. Psychology, University of Vienna, Austria