Publications

(2023). UMM: Unsupervised Classification of ERPs with Confidence. Proceedings of the 10th International Brain-Computer Interface Meeting 2023.

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(2023). A comparison of stimulus sequences for code-modulated visual evoked potential (c-VEP) based BCI. Proceedings of the 10th International Brain-Computer Interface Meeting 2023: Balancing Innovation and Translation.

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(2023). Project dareplane for closed-loop deep brain stimulation. Brain Stimulation: Basic, Translational, and Clinical Research in Neuromodulation.

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(2022). Embedding Neurophysiological Signals. 2022 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence, and Neural Engineering (MetroXRAINE).

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(2019). Learning User Preferences for Trajectories from Brain Signals. Proceedings of the International Symposium on Robotics Research (ISRR).

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(2019). Two Player Online Brain-Controlled Chess. Proc. 41th Int. Conf. of the IEEE Eng. in Medicine and Biology Soc. (EMBC).

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(2019). Maschinelles Lernen. Mensch-Maschine-Interaktion.

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(2018). Guess What I Attend: Interface-free Object Selection Using Brain Signals. Proc. 2018 IEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS).

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(2017). Decoding Hazardous Events in Driving Videos. Proceedings of the 7th Graz Brain-Computer Interface Conference 2017.

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(2017). Subspace Decomposition in the Frequency Domain. Proceedings of the 7th Graz Brain-Computer Interface Conference (GBCIC 2017).

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(2017). Mixing two unsupervised estimators for event-related potential decoding: An online evaluation. Proceedings of the 7th International Brain-Computer Interface Meeting 2017: From Vision to Reality.

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(2017). Improving learning from label proportions by reducing the feature dimensionality. Proceedings of the 7th International Brain-Computer Interface Meeting 2017: From Vision to Reality.

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(2017). Decoding Perceived Hazardousness from User's Brain States to Shape Human-Robot Interaction. Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction.

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(2017). Challenging the assumption that auditory event-related potentials are independent and identically distributed. Proceedings of the 7th International Brain-Computer Interface Meeting 2017: From Vision to Reality.

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(2016). Re(con)volution: accurate response prediction for BBVEP-based BCI. Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future.

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(2016). Relevant Frequency Estimation in EEG Recordings for Source Power Co-Modulation. Proceedings of the 6th International Brain-Computer Interface Meeting: BCI Past, Present, and Future.

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(2016). Predicting Single-Trial Motor Performance from Oscillatory EEG in Chronic Stroke Patients. Proceedings of the 6th International Brain-Computer Interface Meeting: BCI Past, Present, and Future.

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(2016). Hyperparameter Optimization for Machine Learning Problems in BCI. Proceedings of the 6th International Brain-Computer Interface Meeting: BCI Past, Present, and Future.

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(2016). ERP Responses of the Elderly for Bisyllabic Word Stimuli. Proceedings of the 6th International Brain-Computer Interface Meeting: BCI Past, Present, and Future.

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(2016). ERP Features Correlate with Reaction Time in a Covert-Attention Task. Proceedings of the 6th International Brain-Computer Interface Meeting: BCI Past, Present, and Future.

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(2016). Brains on Beats. Advances in Neural Information Processing Systems.

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(2016). A User-Focused Study of Auditory P300 Brain-Computer Interface Design. Proceedings of the 6th International Brain-Computer Interface Meeting: BCI Past, Present, and Future.

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(2016). A novel BCI based rehabilitation approach for aphasia rehabilitation. Proceedings of the 6th International Brain-Computer Interface Meeting: Past, Present, and Future.

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(2015). Commonalities of Motor Performance Metrics are Revealed by Predictive Oscillatory EEG Components. Proceedings of the 3rd International Congress on Neurotechnology, Electronics and Informatics (NEUROTECHNIX).

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(2014). Towards Aphasia Rehabilitation with BCI. Proceedings of the 6th International Brain-Computer Interface Conference 2014.

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(2013). Zero Training for BCI -- Reality for BCI Systems Based on Event-Related Potentials. Proceedings BMT (Biomedizinische Technik) 2013 – Dreiländertagung der Deutschen, Schweizerischen und Österreichischen Gesellschaft für Biomedizinische Technik.

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(2013). The hybrid Brain-Computer Interface: a bridge to assistive technology?. Proceedings BMT (Biomedizinische Technik) 2013 – Dreiländertagung der Deutschen, Schweizerischen und Österreichischen Gesellschaft für Biomedizinische Technik.

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(2012). No surprise-fixed sequence event-related potentials for brain-computer interfaces. 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

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(2011). Brain-Computer Interfaces and Visual Activity. Gaze Interaction and Applications of Eye Tracking: Advances in Assistive Technologies: Advances in Assistive Technologies.

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