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Publications

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The authoratative versions must be retrieved from the publisher.

2016

Journal papers

Meinel A, Castano-Candamil S, Reis J, Tangermann M, Pre-Trial EEG-based Single-Trial Motor Performance Prediction to Enhance Neuroergonomics for a Hand Force Task
Frontiers in Human Neuroscience, 10(170), 2016 [url]

Conference papers

Bamdadian A, Denzer S, Musso C, Tangermann M, ERP Responses of the Elderly for Bisyllabic Word Stimuli
Proceedings of the 6th International Brain-Computer Interface Meeting: BCI Past, Present, and Future, Verlag der Technischen Universität Graz, 2016 [url]

Castano-Candamil S, Dähne S, Tangermann M, 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, Verlag der Technischen Universität Graz, 2016 [url]

Castano-Candamil S, Bamdadian A, Kübel S, Umarova R, Tangermann M, 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, Verlag der Technischen Universität Graz, 2016 [url]

Castano-Candamil S, Coenen VA, Reinacher P, Piroth T, Tangermann M, EP 65. DBS-induced alpha desynchronization in the subthalamic nucleus of PD patients
Clinical Neurophysiology, Elsevier, 127(9):e202-e203, 2016 [url]

Marrett K, Wronkiewicz M, Tangermann M, Lee AK, 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, Verlag der Technischen Universität Graz, 2016 [url]

Meinel A, Schlichtmann EM, Koller T, Reis J, Tangermann M, 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, Verlag der Technischen Universität Graz, 2016 [url]

Meinel A, Eggensperger K, Tangermann M, Hutter F, Hyperparameter Optimization for Machine Learning Problems in BCI
Proceedings of the 6th International Brain-Computer Interface Meeting: BCI Past, Present, and Future, Verlag der Technischen Universität Graz, 2016 [url]

Meyer J, Meinel A, Schreiner T, Rasch B, Tangermann M, Abstracts der 24. Jahrestagung der DGSM - P26 Versuchspersonenunabhängige Single-Trial-Erkennung von langsamen Wellen im Schlaf-EEG
Somnologie, 20(1):75-76, 2016 [url]

Musso M, Bamdadian A, Denzer S, Umarova R, Hübner D, Tangermann M, A novel BCI based rehabilitation approach for aphasia rehabilitation
Proceedings of the 6th International Brain-Computer Interface Meeting: Past, Present, and Future, Verlag der Technischen Universität Graz, 2016 [url]

Umarova R, Castano-Candamil S, Bamdadian A, Kübel S, Musso M, Kloeppel S, Tangermann M, BCI-Approach for Cognitive Rehabilitation in Stroke: Pilot Data from Patient with Spatial Neglect
Proceedings of the 6th International Brain-Computer Interface Meeting: BCI Past, Present, and Future, Verlag der Technischen Universität Graz, 2016 [url]

2015

Journal papers

Castano-Candamil S, Höhne J, Martinez-Vargas J, An X, Castellanos-Dominguez G, Haufe S, Solving the EEG inverse problem based on space-time-frequency structured sparsity constraints
NeuroImage, 118:598-612, 2015 [url]

Müller-Putz GR, Leeb R, Tangermann M, Höhne J, Kübler A, Cincotti F, Mattia D, Rupp R, Müller K, Millán Jd, Towards Non-Invasive Hybrid Brain-Computer Interfaces: Framework, Practice, Clinical Application and Beyond
Proceedings of the IEEE, 103(6):926-943, 2015 [url]

Conference papers

Bamdadian A, Guan C, Ang KK, Xu J, Towards Improvement of MI-BCI Performance of Subjects with BCI Deficiency
Proc. Int. IEEE Conf. on Neural Eng. (NER), IEEE, ():17-20, 2015

Castano-Candamil JS, Meinel A, Dähne S, Tangermann M, Probing Meaningfulness of Oscillatory EEG Components with Bootstrapping, Label Noise and Reduced Training Sets
Proc. 37th Int. Conf. of the IEEE Eng. in Medicine and Biology Soc. (EMBC), IEEE, ():5159-5162, 2015

Castaño-Candamil S, Meinel A, Reis J, Tangermann M, P186. Correlates to influence user performance in a hand motor rehabilitation task
Clinical Neurophysiology, 126(8):e166 - e167, 2015 [url]

Kindermans P, Tangermann M, Schreuder M, Braun M, Müller K, Improving our understanding of transfer-learning in ERP based BCI
MLINI Workshop at NIPS 2015, , (accepted)():, 2015

Meinel A, Castaño-Candamil JS, Dähne S, Reis J, Tangermann M, EEG Band Power Predicts Single-Trial Reaction Time in a Hand Motor Task
Proc. Int. IEEE Conf. on Neural Eng. (NER), IEEE, ():182-185, 2015

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

Winkler I, Debener S, Müller K, Tangermann M, On the Influence of High-Pass Filtering on ICA-Based Artifact Reduction in EEG-ERP
Proc. 37th Int. Conf. of the IEEE Eng. in Medicine and Biology Soc. (EMBC), IEEE, 2015

2014

Journal papers

Höhne J, Holz E, Staiger-Sälzer P, Müller K, Kübler A, Tangermann M, Motor Imagery for Severely Motor-Impaired Patients: Evidence for Brain-Computer Interfacing as Superior Control Solution
PLoS ONE, Public Library of Science, 9(8):e104854, 2014

Höhne J, Tangermann M, Towards User-friendly Spelling with an Auditory Brain-Computer Interface: The CharStreamer Paradigm
PLoS ONE, 9(6):e98322, 2014

Huggins JE, Guger C, Allison B, Anderson CW, Batista A, Brouwer A, Brunner C, Chavarriaga R, Fried-Oken M, Gunduz A, Gupta D, Kübler A, Leeb R, Lotte F, Miller LE, Müller-Putz G, Rutkowski T, Tangermann M, Thompson DE, Workshops of the fifth international brain-computer interface meeting: Defining the future
Brain-Computer Interfaces, Taylor & Francis, 1(1):27-49, 2014

Kindermans P, Schreuder M, Schrauwen B, Müller K, Tangermann M, True Zero-Training Brain-Computer Interfacing – An Online Study
PLoS ONE, Public Library of Science, 9(7):e102504, 2014

Kindermans P, Tangermann M, Müller K, Schrauwen B, Integrating dynamic stopping, transfer learning and language models in an adaptive zero-training ERP speller
j neural eng, 11(3):035005, 2014 [url]

Winkler I, Brandl S, Horn F, Waldburger E, Allefeld C, Tangermann M, Robust artifactual independent component classification for BCI practitioners
Journal of Neural Engineering, 11(3):035013, 2014

Conference papers

Höhne J, Tangermann M, P827: Beyond P300: an auditory ERP paradigm with sequential stimulation, Abstracts of the 30th International Congress of Clinical Neurophysiology (ICCN) of the IFCN, March 20–23, 2014, Berlin, Germany
Clinical Neurophysiology, 125, Supplement 1(0):S263, 2014 [url]

Kindermans P, Schrauwen B, Blankertz B, Müller K, Tangermann M, Transferring Unsupervised Adaptive Classifiers Between Users of a Spatial Auditory Brain-Computer Interface
Proceedings of the 6th International Brain-Computer Interface Conference, Verlag der Technischen Universität Graz, ():330-333, 2014 [pdf]

Tangermann M, Schnorr N, Musso M, Towards Aphasia Rehabilitation with BCI
Proceedings of the 6th International Brain-Computer Interface Conference 2014, Verlag der Technischen Universität Graz, ():369-372, 2014 [pdf]

Tangermann M, Müller K, Nolte A, Schumacher J, Zhutovsky P, Blankertz B, P374: Detecting spatial auditory attention in cocktail-party situations, Abstracts of the 30th International Congress of Clinical Neurophysiology (ICCN) of the IFCN, March 20–23, 2014, Berlin, Germany
Clinical Neurophysiology, 125, Supplement 1(0):S147, 2014 [url]

2013

Journal papers

Holz EM, Höhne J, Staiger-Sälzer P, Tangermann M, Kübler A, Brain-computer interface controlled gaming: Evaluation of usability by severely motor restricted end-users, Special Issue: Brain-computer interfacing
Artificial Intelligence in Medicine, Elsevier, 59(2):111 - 120, 2013

Küber A, Mattia D, Rupp R, Tangermann M, Facing the challenge: Bringing brain-computer interfaces to end-users
Artificial Intelligence in Medicine, Elsevier, 59(2):55-60, 2013

Schreuder M, Höhne J, Blankertz B, Haufe S, Dickhaus T, Tangermann M, Optimizing ERP Based BCI - a Systematic Evaluation of Dynamic Stopping Methods
Journal of neural engineering, 10(3):036025, 2013

Schreuder M, Riccio A, Risetti M, Dähne S, Ramsey A, Williamson J, Mattia D, Tangermann M, User-Centered Design in Brain-Computer Interfaces - a Case Study
Artificial Intelligence in Medicine, 59(2):71-80, 2013 [url]

Conference papers

Müller-Putz GR, Schreuder M, Tangermann M, Leeb R, R. Millán J d, 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, Walter de Gruyter, 58(SI-1):4435, 2013

Porbadnigk AK, Treder MS, Fazli S, Tangermann M, Vidaurre C, Haufe S, Curio G, Blankertz B, Müller K, Decoding cognitive brain states
Brain-Computer Interface (BCI), 2013 International Winter Workshop on, 2013 [pdf]

Tangermann M, Kindermans P, Schreuder M, Schrauwen B, Müller K, 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, Walter de Gruyter, 58(SI-1):4439, 2013 [url]