Dominic Heger

PhD thesis, 2015

Hybrid fNIRS-EEG based discrimination of 5 levels of memory load.

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[DOI]

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Joint optimization for discriminative, compact and robust Brain-Computer Interfacing.

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[DOI]

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Continuous speech recognition from ECoG.

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[DOI]

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Investigating deep learning for fNIRS based BCI.

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[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

BioKIT - real-time decoder for biosignal processing.

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[DOI]

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Connectivity based feature-level filtering for single-trial EEG BCIs.

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[DOI]

Emiliyana Terziyska

Proceedings of the IEEE International Conference on Acoustics, 2014

Combining feature extraction and classification for fNIRS BCIs by regularized least squares optimization.

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[DOI]

Christian Herff

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Biosignale-basierte Mensch-Maschine Schnittstellen.

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[DOI]

Autom., 2013

Classification of mental tasks in the prefrontal cortex using fNIRS.

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[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Subject-to-subject transfer for CSP based BCIs: Feature space transformation and decision-level fusion.

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[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Session-independent EEG-based Workload Recognition.

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Proceedings of the BIOSIGNALS 2013, 2013

Profiling Arousal in Response to Complex Stimuli using Biosignals.

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Proceedings of the BIOSIGNALS 2013, 2013

Continuous Recognition of Affective States by Functional Near Infrared Spectroscopy Signals.

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[DOI]

Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012

Cross-Subject Classification of Speaking Modes Using fNIRS.

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[DOI]

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Speaking mode recognition from functional Near Infrared Spectroscopy.

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[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Filling a glass of water: Continuously decoding the speed of 3D hand movements from EEG signals.

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[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

An EEG Adaptive Information System for an Empathic Robot.

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[DOI]

Int. J. Soc. Robotics, 2011

Tue-SeA Real-Time Speech Command Detector for a Smart Control Room.

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[DOI]

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Multimodal person independent recognition of workload related biosignal patterns.

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[DOI]

Proceedings of the 13th International Conference on Multimodal Interfaces, 2011

Online Recognition of Facial Actions for Natural EEG-Based BCI Applications.

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[DOI]

Proceedings of the Affective Computing and Intelligent Interaction, 2011

2010

An Adaptive Information System for an Empathic Robot Using EEG Data.

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[DOI]

Proceedings of the Social Robotics - Second International Conference on Social Robotics, 2010

Online Workload Recognition from EEG Data during Cognitive Tests and Human-Machine Interaction.

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[DOI]