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    Stremayrgasse 16 Graz

    Austria

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2020

Detecting system errors in virtual reality using EEG through error-related potentials

Si-Mohammed, H., Lopes Dias, C., Duarte, M., Argelaguet, F., Jeunet, C., Casiez, G., Müller-Putz, G., Lécuyer, A. & Scherer, R., 2020, 2020 IEEE Conference on Virtual Reality and 3D User Interfaces (VR). Institute of Electrical and Electronics Engineers, p. 653-661 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Investigating the role of mind wandering in computer-supported collaborative work: A proposal for an EEG study

Klesel, M., Oschinsky, F. M., Riedl, R. & Müller-Putz, G. R., 1 Jan 2020, Information Systems and Neuroscience - NeuroIS Retreat 2019. Davis, F. D., Riedl, R., Riedl, R., vom Brocke, J., Léger, P-M., Randolph, A. & Fischer, T. (eds.). Springer, p. 53-62 10 p. (Lecture Notes in Information Systems and Organisation; vol. 32).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2019

Applying intuitive EEG-controlled grasp neuroprostheses in individuals with spinal cord injury: Preliminary results from the MoreGrasp clinical feasibility study

Müller-Putz, G., Ofner, P., Pereira, J., Pinegger, A., Schwarz, A., Zube, M., Eck, U., Hessing, B., Scheiders, M. & Rupp, R., 2019, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). p. 5949-5955

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Asynchronous detection of error-related potentials using a generic classifier

Lopes Dias, C., Sburlea, A. I. & Müller-Putz, G., 2019, Proceedings of the 8th Graz Brain Computer Interface Conference 2019: Bridging Science and Application. Müller-Putz, G. R., Ditz, J. C. & Wriessnegger, S. (eds.). Graz: Verlag der Technischen Universität Graz, p. 54-58 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Combining frequency and time-domain EEG features for classification of self-paced reach-and-grasp actions

Schwarz, A., Pereira, J., Lindner, L. & Müller-Putz, G., 25 Jul 2019, Proceedings of the 41st International Engineering in Medicine and Biology Conference. p. 3036-3041 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Expectation mismatch during a tracking task: an EEG analysis

Bevilacqua, M., Lopes Dias, C., Sburlea, A. I. & Müller-Putz, G., Sep 2019, Proceedings of the 8th Graz Brain Computer Interface Conference 2019: Bridging Science and Application. Graz: Verlag der Technischen Universität Graz, p. 65-70

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

HEAR to remove pops and drifts: the high-variance electrode artifact removal (HEAR) algorithm

Kobler, R., Sburlea, A. I., Mondini, V. & Müller-Putz, G., Jul 2019, Proceedings of the 41th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE Xplore, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

HOW SIMILAR ARE THE NEURAL PATTERNS WHEN OBSERVING GRASPING HAND POSTURES TO THE BEHAVIORAL PATTERNS WHEN EXECUTING THE GRASP?

Sburlea, A. I. & Müller-Putz, G., 18 Sep 2019, Proceedings of the 8th Graz Brain-Computer Interface Conference 2019. Müller-Putz, G., Ditz, J. C. & Wriessnegger, S. (eds.). Graz: Verlag der Technischen Universität Graz, p. 279-284

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

ONLINE DETECTION OF HAND OPEN VS PALMAR GRASP ATTEMPTS IN A PERSON WITH SPINAL CORD INJURY

Ofner, P., Pereira, J., Schwarz, A. & Müller-Putz, G., Sep 2019, Proceedings of the 8th Graz Brain-Computer Interface Conference 2019. Müller-Putz, G. R., Ditz, J. C. & Wriessnegger, S. C. (eds.). Graz: Verlag der Technischen Universität Graz, p. 188-193

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Patient record linkage for data quality assessment based on time series matching

Eggerth, A., Hayn, D., Kreiner, K., Veeranki, S., Traninger, H., Modre-Osprian, R. & Schreier, G., 1 Jan 2019, dHealth 2019 - From eHealth to dHealth - Proceedings of the 13th Health Informatics Meets Digital Health Conference. Hayn, D., Eggerth, A. & Schreier, G. (eds.). IOS Press, p. 210-217 8 p. (Studies in Health Technology and Informatics; vol. 260).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Perturbation-Evoked Potentials: Future Usage in Human-Machine Interaction

Ditz, J. C. & Müller-Putz, G., 2019, Information Systems and Neuroscience: NeuroIS Retreat 2019. Davies, F. D., Riedl, R., Brocke, J. V., Léger, P-M., Randolph, A. & Fischer, T. (eds.). Springer International Publishing AG , p. 242 - 248 7 p. (Lecture Notes in Information Systems and Organisation; vol. 32).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Predictive modelling and its visualization for telehealth data – Concept and implementation of an interactive viewer

Sams, M., Eggerth, A., Hayn, D., Veeranki, S. & Schreier, G., 1 Jan 2019, dHealth 2019 - From eHealth to dHealth - Proceedings of the 13th Health Informatics Meets Digital Health Conference. Hayn, D., Eggerth, A. & Schreier, G. (eds.). IOS Press, p. 234-241 8 p. (Studies in Health Technology and Informatics; vol. 260).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Simultaneous decoding of velocity and speed during executed and observed tracking movements: an MEG study

Kobler, R., Hirata, M., Hashimoto, H., Dowaki, R., Sburlea, A. I. & Müller-Putz, G., 18 Sep 2019, Proceedings of the 8th Graz Brain-Computer Interface Conference 2019: Bridging Science and Application. Müller-Putz, G., Ditz, J. & Wriessnegger, S. (eds.). Graz: Verlag der Technischen Universität Graz, p. 100-105 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Tuning of parameters for a vibrotactile kinaesthetic feedback system utilizing tactile illusions

Hehenberger, L., Sburlea, A. I. & Müller-Putz, G., 18 Sep 2019, Proceedings of the 8th Graz Brain-Computer Interface Conference 2019: Bridging Science and Application. Müller-Putz, G., Ditz, J. & Wriessnegger, S. (eds.). Graz: Verlag der Technischen Universität Graz, p. 244-248 5 p. 45

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Are Online Co-Adaptive Sensorimotor Rhythm Brain-Computer Interface Training Paradigms Effective?

Cunha, J. D. & Scherer, R., 2018, 2018 International Conference on Cyberworlds (CW). p. 419-422

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Automated Measurement and Subtask Analysis of the Timed Upand- Go Test in the Field of Geriatrics

Andreas, Z., Peter, K., Robert, M. O. & Gunter, S., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers, Vol. 2018-July. p. 1526-1529 4 p. 8512464

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Exploring the similarity of grasping representations among EEG, EMG, kinematic activity and categorical models

Sburlea, A. I., 2018, 7th International BCI Meeting.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

HEALTHeBIKES-Smart E-Bike prototype for controlled exercise in Telerehabilitation programs

Mayr, P., Falgenhauer, M., Modre-Osprian, R., Hofmann, P., Traninger, H., Rath, M. & Schreier, G., 1 Jan 2018, Health Informatics Meets eHealth: Biomedical Meets eHealth - From Sensors to Decisions - Proceedings of the 12th eHealth Conference. IOS Press, p. 307-313 7 p. (Studies in Health Technology and Informatics; vol. 248).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stable feature selection for EEG-based emotion recognition

Lan, Z., Sourina, O., Wang, L., Liu, Y., Scherer, R. & Müller-Putz, G. R., 26 Dec 2018, Proceedings - 2018 International Conference on Cyberworlds, CW 2018. Sourin, A., Sourina, O., Erdt, M. & Rosenberger, C. (eds.). Institute of Electrical and Electronics Engineers, p. 176-183 8 p. 8590037

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The impact of gestures on Formal Language learning and its neural correlates: A study proposal

Wriessnegger, S. C., Macedonia, M., Hacker, C. & Müller-Putz, G., 2018, Lecture Notes in Neuro Information Systems. Springer Verlag

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Towards non-invasive Brain-Computer Interfaces for hand/arm control in users with spinal cord injury

Müller-Putz, G., Pereira, J., Ofner, P., Schwarz, A., Lopes Dias, C., Kobler, R., Hehenberger, L., Pinegger, A. & Sburlea, A. I., 15 Jan 2018, The 6th International Winter Conference on Brain-Computer Interface. p. 65-68 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Two-Stage evaluation of a telehealth nutrition management service in support of Diabesity therapy

Schusterbauer, V., Feitek, D., Kastner, P. & Toplak, H., 1 Jan 2018, Health Informatics Meets eHealth: Biomedical Meets eHealth - From Sensors to Decisions - Proceedings of the 12th eHealth Conference. IOS Press, p. 314-321 8 p. (Studies in Health Technology and Informatics; vol. 248).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Utilising Information of the Case Fee Catalogue to Enhance 30-Day Readmission Prediction in the German DRG System

Eggerth, A., Hayn, D., Veeranki, S., Stieg, J. & Schreier, G., 1 Jan 2018, Decision Support Systems and Education: Help and Support in Healthcare. IOS Press, p. 40-44 5 p. (Studies in Health Technology and Informatics; vol. 255).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

A comparison of ocular artifact removal methods for block design based electroencephalography experiments

Kobler, R., Sburlea, A. I. & Müller-Putz, G., 18 Sep 2017, Proceedings of the 7th Graz Brain-Computer Interface Conference 2017: From Vision to Reality. Müller-Putz, G., Steyrl, D., Wrissnegger, S. & Scherer, R. (eds.). Graz: Verlag der Technischen Universität Graz, p. 236-241 6 p. 44

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Auditory-induced cortical activation patterns measured by functional near infrared spectroscopy (fNIRS): Auditory-induced cortical activation patterns measured by functional near infrared spectroscopy (fNIRS)

Bauernfeind, G., Wriessnegger, S. C., Haumann, S. & Lenarz, T., 2017, Biomedical Engineering.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain-Computer Interface adaptation for an end user to compete in the Cybathlon

Schwarz, A., Steyrl, D. & Müller-Putz, G., 2017, Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016). Institute of Electrical and Electronics Engineers

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Error-related potentials with masked and unmasked onset during continuous control and feedback

Lopes Dias, C., Sburlea, A. I. & Müller-Putz, G., 2017, 7th Graz Brain-Computer Interface Conference 2017.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Estimation of Gait Parameters from EEG Source Oscillations

Hehenberger, L., Seeber, M. & Scherer, R., 2017, Systems, Man, and Cybernetics (SMC). IEEE Computer Society, p. 004182 - 004187

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Event-Related Potentials in Externally and Internally-Driven Target Selection: a preliminary study

Pereira, J., Sburlea, A. I. & Müller-Putz, G., 2017, Proceedings of the 7th Graz Brain-Computer Interface Conference 2017 From Vision to Reality. Graz: Verlag der Technischen Universität Graz, p. 400-405

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hierarchical decoding of grasping commands from EEG

Omedes, J., Schwarz, A., Montesano, L. & Muller-Putz, G., 13 Sep 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers, p. 2085-2088 4 p. 8037264

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Movement Decoding from EEG: Target or Direction?

Müller-Putz, G., Peicha, L. & Ofner, P., 18 Sep 2017, Proceedings of the 7th Graz Brain-Computer Interface Conference 2017. Verlag der Technischen Universität Graz, p. 344-348 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

No training, same performance!? - A generic P300 classifier approach

Pinegger, A. & Müller-Putz, G. R., 26 Sep 2017, Proceedings of the 7th International BCI Conference Graz 2017.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Reconstruction of mitochondrial genotypes from diverse next generation sequencing datasets

Ulz, P., Speicher, M. R. & Thallinger, G., 2017, Proceedings of the 10th International joint conference on Biomedical Engineering Systems and Technologies. Porto, Portugal, p. in press

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The EEG-controlled MoreGrasp grasp neuroprosthesis for individuals with high spinal cord injury – multipad electrodes for screening and closed-loop grasp pattern control

Müller-Putz, G. & Rupp, 17 Jul 2017, International Functional Electrical Stimulation Society 21st Annual Conference. p. 25

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Towards non-invasive EEG-based arm/handcontrol in users with spinal cord injury

Müller-Putz, G., Ofner, P., Schwarz, A., Pereira, J., Pinegger, A., Lopes Dias, M. C., Hehenberger, L., Kobler, R. & Sburlea, A. I., 2017, 5th International Winter Conference on Brain-Computer Interfaces.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unsupervised feature learning for EEG-based emotion recognition

Lan, Z., Sourina, O., Wang, L., Scherer, R. & Müller-Putz, G., 27 Nov 2017, Proceedings - 2017 International Conference on Cyberworlds, CW 2017 - in cooperation with: Eurographics Association International Federation for Information Processing ACM SIGGRAPH. Institute of Electrical and Electronics Engineers, Vol. 2017-January. p. 182-185 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Visual Input Affects the Decoding of Imagined Movements of the Same Limb

Ofner, P., Kersch, P. & Müller-Putz, G., 18 Sep 2017, Proceedings of the 7th Graz Brain-Computer Interface Conference 2017. Verlag der Technischen Universität Graz, p. 367-372 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016

BCI adaption for end user –The GRAZ-BCI approach

Schwarz, A., Steyrl, D., Höller, M. K., Statthaler, K. & Müller-Putz, G., 6 Oct 2016, Cybathlon Symposium. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File

Discriminating goal-directed from non-goal-directed movements for BCI control

Pereira, J., Ofner, P., Schwarz, A. & Müller-Putz, G., May 2016, Proceedings of the 6th International Brain-Computer Interface Meeting. Müller-Putz, G. R., Huggins, J. E. & Steyrl, D. (eds.). Verlag der Technischen Universität Graz, p. 67 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

First contact screening of a BCI Pilot

Höller, M. K., Schwarz, A., Steyrl, D., Statthaler, K. & Müller-Putz, G., 6 Oct 2016, Cybathlon Symposium. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File

Lets play Tic-Tac-Toe: A Brain-Computer Interface case study in cerebral palsy

Scherer, R., Schwarz, A., Müller-Putz, G., Pammer-Schindler, V. & Lloria García, M., 2016, Systems, Man, and Cybernetics (SMC), 2016 IEEE International Conference on . p. 003736 - 003741

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Mirage91: The Graz BCI-Racing Team – making students familiar with BCI research.

Müller-Putz, G., Schwarz, A. & Steyrl, D., 30 May 2016, Proceedings of the 6th International Brain-Computer Interface Meeting: BCI Past, Present, and Future. Müller-Putz, G. R., Huggins, J. E. & Steyrl, D. (eds.). Verlag der Technischen Universität Graz, 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File

Movements of the same upper limb can be classified from low-frequency time-domain EEG signals

Ofner, P., Schwarz, A., Pereira, J. & Müller-Putz, G., 2016, Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future. Verlag der Technischen Universität Graz, p. 69 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Optimized individual mental tasks to control BCIs

Statthaler, K., Steyrl, D., Schwarz, A., Höller, M. K. & Müller-Putz, G., 6 Oct 2016, Cybathlon Symposium. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File

Restricted Boltzmann Machines in Sensory Motor Rhythm Brain-Computer Interfacing: A Study on Inter-Subject Transfer and Co-Adaptation

Kobler, R. & Scherer, R., 2016, Systems, Man, and Cybernetics (SMC), 2016 IEEE International Conference on . p. 000469 - 000474

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Skipping BCI calibration: fundamental investigations on Restricted Boltzmann Machines

Kobler, R., Müller-Putz, G. & Scherer, R., 2016, Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future. Verlag der Technischen Universität Graz, p. 157

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Social inclusion as feature to improve BCI skill training: A feasibility case study in cerebral palsy

Scherer, R., Schwarz, A., Müller-Putz, G., Pammer-Schindler, V. & Lloria García, M., 2016, Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future. Verlag der Technischen Universität Graz

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

The MIRAGE91 Brain–Computer Interface

Steyrl, D., Schwarz, A. & Müller-Putz, G., 6 Oct 2016, Cybathlon Symposium. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File

Time domain classification of grasp and hold tasks

Schwarz, A., 1 Jun 2016, Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI Past, Present and Future. Müller-Putz, G. R., Huggins, J. E. & Steyrl, D. (eds.). Verlag der Technischen Universität Graz, Vol. 6. p. 76 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Using Support Vector Regression to Estimate Valence Level from EEG

Lan, Z., Müller-Putz, G., Wang, L., Liu, Y., Sourina, O. & Scherer, R., 2016, Systems, Man, and Cybernetics (SMC), 2016 IEEE International Conference on . p. 002558 - 002563

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access