Journal articles

1. Towards a wireless open source instrument: functional Near-Infrared Spectroscopy in mobile neuroergonomics and BCI applications
   Alexander von Lühmann, Christian Herff, Dominic Heger, and Tanja Schultz, Frontiers in Human Neuroscience 9 (2015): 617.
2. Brain-to-text: Decoding Spoken Phrases from Phone Representations in the Brain
   Christian Herff, Dominic Heger, Adriana De Pesters, Dominic Telaar, Peter Brunner, Gerwin Schalk, and Tanja Schultz. Frontiers in Neuroscience, volume 9, number 217, May 2015
3. Continuous Affective States Recognition using functional Near Infrared Spectroscopy
   Dominic Heger, Christian Herff, Felix Putze, Reinhard Mutter and Tanja Schultz. Brain Computer Interfaces, volume 1, issue 2, 2014, pp. 113-125, DOI 10.1080/2326263X.2014.912884
4. Mental workload during n-back task - quantified in the prefrontal cortex using fNIRS
   Christian Herff, Dominic Heger, Ole Fortmann, Johannes Hennrich, Felix Putze and Tanja Schultz. Frontiers in Human Neuroscience, volume 7, number 00935, DOI 10.3389/fnhum.2013.00935, 2014
5. Biosignale-basierte Mensch-Maschine-Schnittstellen
   Tanja Schultz, Christoph Amma, Dominic Heger, Felix Putze, Michael Wand. at - Automatisierungstechnik, volume 61, issue 11, pp. 760-769, 2013
6. An EEG Adaptive Information System for an Empathic Robot
   Dominic Heger, Felix Putze, Tanja Schultz. International Journal of Social Robotics, Special Issue Towards an Effective Design of Social Robots, volume 3, issue 4 (2011), Page 415-425, 02.09.2011

Conference papers

1. Continuous Speech Recognition from ECoG
   Dominic Heger, Christian Herff, Adriana de Pesters, Dominic Telaar, Peter Brunner, Gerwin Schalk and Tanja Schultz. Interspeech 2015, Dresden, Germany, September 2015
2. Recognition of Error Potentials by Transfer Learning using High-Dimensional Feature Spaces and Joint Optimization
   Dominic Heger, Christian Herff, Tanja Schultz. BCI Challenge at the International IEEE EMBS Neural Engineering Conference 2015, Montpellier, France, April 2015. 2nd Prize Winner
3. Hybrid fNIRS-EEG based discrimination of 5 levels of memory load
   Christian Herff, Ole Fortmann, Chun-Yu Tse, Xiaoqin Cheng, Felix Putze, Dominic Heger and Tanja Schultz. 7th International IEEE EMBS Conference on Neural Engineering 2015.
4. Joint Optimization for Discriminative, Compact and Robust Brain-Computer Interfacing
   Dominic Heger, Christian Herff, Tanja Schultz. 7th International IEEE EMBS Neural Engineering Conference (NER'15), Montpellier, France, April 2015
5. Investigating deep learning for fNIRS based BCI
   Johannes Hennrich, Christian Herff, Dominic Heger, Tanja Schultz. 37th Annual Interna- tional Conference of the IEEE Engineering in Medicine and Biology Society, 2015, Milan, Italy, 2015
6. Combining Feature Extraction and Classification for fNIRS BCIs by Regularized Least Squares Optimization
   Dominic Heger, Christian Herff, Reinhard Mutter and Tanja Schultz. 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2014), Osaka, Japan, August 2014
7. BioKIT-Real-time decoder for biosignal processing
   Dominic Telaar, Michael Wand, Dirk Gehrig, Felix Putze, Christoph Amma, Dominic Heger, Ngoc Thang Vu, Mark Erhardt, Tim Schlippe, Matthias Janke, Christian Herff, Tanja Schultz. International Conference of the Speech Communication Association (Interspeech 2014), Singapore, September 2014
8. Connectivity based Feature-Level Filtering for Single-Trial EEG BCIs
   Dominic Heger, Emiliyana Terziyska, Tanja Schultz. International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2014), Florence, Italy
9. Profiling Arousal in Response to Complex Stimuli using Biosignals
   Felix Putze, Dominic Heger, Markus Mueller, Ivana Kajic, Tanja Schultz. International Conference on Bio-inspired Systems and Signal Processing, Barcelona, Spain, February, 2013
10. Session-independent EEG-based Workload Recognition
    Felix Putze, Markus Mueller, Dominic Heger, Tanja Schultz. International Conference on Bio-inspired Systems and Signal Processing 2013
11. Reliable Subject-Adapted Recognition of EEG Error Potentials Using Limited Calibration Data
    Felix Putze, Dominic Heger, Tanja Schultz. International IEEE EMBS Neural Engineering Conference 2013, San Diego, USA
12. Continuous Recognition of Affective States by Functional Near Infrared Spectroscopy Signals
    Dominic Heger, Reinhard Mutter, Christian Herff, Felix Putze, Tanja Schultz. Affective BCI Workshop, International Conference on Affective Computing and Intelligent Interaction (ACII2013), Geneva, Switzerland, 02.09.2013
13. Subject-To-Subject Transfer for CSP based BCIs: Feature Space Transformation and Decision-Level Fusion
    Dominic Heger, Felix Putze, Christian Herff, Tanja Schultz. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'13), Kyoto, Japan, 03.07.2013, Student Paper Award finalist Europe
14. Classification of mental tasks in the prefrontal cortex using fNIRS
    Christian Herff, Dominic Heger, Felix Putze, Tanja Schultz. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'13), Kyoto, Japan, 03.07.2013
15. Self-paced BCI with NIRS based on speech activity
    Christian Herff, Dominic Heger, Felix Putze, Cuntai Guan, Tanja Schultz. BCI Meeting 2013, Asilomar, USA, 03.06.2013
16. Towards Biometric Person Identification using fNIRS
    Dominic Heger, Christian Herff, Felix Putze, Tanja Schultz. BCI Meeting 2013, Asilomar, USA, 03.06.2013
17. Cross-subject classification of speaking modes using fNIRS
    Christian Herff, Dominic Heger, Felix Putze, Cuntai Guan, Tanja Schultz. International Conference on Neural Information Processing (ICONIP 2012), Doha, Qata, 2012
18. Filling a Glass of Water: Continuously Decoding the Speed of 3D Hand Movements from EEG Signals
    Dominic Heger, Rainer Jäkel, Felix Putze, Martin Lösch, Tanja Schultz. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'12), San Diego, USA, 28.08.2012
19. Speaking Mode Recognition from Functional Near Infrared Spectroscopy
    Christian Herff, Dominic Heger, Felix Putze, Cuntai Guan, Tanja Schultz. International Conference of the IEEE Engineering in Medicine a (EMBC'12), San Diego, USA, 28.08.2012
20. Multimodal Person Independent Recognition of Workload Related Biosignal Patterns
    Jan-Philip Jarvis, Felix Putze, Dominic Heger, Tanja Schultz. In proceedings of the International Conference on Multimodal Interaction, ICMI 2011, Alicante, Spain, 14.11.2011
21. Online Recognition of Facial Actions for natural EEG-based BCI Applications
    Dominic Heger, Felix Putze, Tanja Schultz. In proceedings of Affective Computing and Intelligent Interaction 2011, ACII 2011, Memphis, Tennessee, USA, 09.10.2011
22. A Real-Time Speech Command Detector for a Smart Control Room
    Daniel Reich, Felix Putze, Dominic Heger, Rainer Stiefelhagen, Tanja Schultz. In proceedings of Interspeech 2011, Florence, Italy, 28.08.2011
23. An Adaptive Information System for an Empathic Robot using EEG Data
    Dominic Heger, Felix Putze, Tanja Schultz. International Conference on Social Robotics, ICSR 2010, Singapore, 23.11.2010. Best Student Paper Award Finalist
24. BiosignalsStudio: A flexible Framework for Biosignal Capturing and Processing
    Dominic Heger, Felix Putze, Christoph Amma, Thomas Wielatt, Igor Plotkin, Michael Wand, Tanja Schultz. In proceedings of the 33rd Annual German Conference on Artificial Intelligence 2010, KI 2010, Karlsruhe, Germany, 21.09.2010
25. Online Workload Recognition from EEG data during Cognitive Tests and Human-Computer Interaction
    Dominic Heger, Felix Putze, Tanja Schultz. In proceedings of the 33rd Annual German Conference on Artificial Intelligence 2010, KI 2010, Karlsruhe, Germany, 22.07.2010