Find Research Outputs

Search in all content

Filters for Research Outputs

Search concepts
Selected filters

Publication Year

  • 2020
  • 2019
  • 2018
  • 2017
  • 2016
  • 2015
  • 2014
  • 2013
  • 2012
  • 2011

Author

  • Gernot Müller-Putz
2020
Open Access

Decoding hand movements from human EEG to control a robotic arm in a simulation environment

Schwarz, A., Höller, M. K., Pereira, J., Ofner, P. & Müller-Putz, G. R., 9 Apr 2020, (Accepted/In press) In : Journal of Neural Engineering. 24 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

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 contributionResearchpeer-review

Electroencephalography

Müller-Putz, G. R., 1 Jan 2020, Brain-Computer Interfaces. Ramsey, N. F. & Millán Ruiz, J. D. R. (eds.). Amsterdam: Elsevier B.V., p. 249-262 14 p. (Handbook of Clinical Neurology; vol. 168).

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

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 contributionResearchpeer-review

Perturbation-evoked potentials can be classified from single-trial EEG

Ditz, J., Schwarz, A. & Müller-Putz, G. R., 16 Apr 2020, (Accepted/In press) In : Journal of Neural Engineering. 23 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

SAFE: An EEG dataset for stable affective feature selection

Lan, Z., Liu, Y., Sourina, O., Wang, L., Scherer, R. & Müller-Putz, G., 1 Apr 2020, In : Advanced Engineering Informatics. 44, 11 p., 101047.

Research output: Contribution to journalArticleResearchpeer-review

Using machine learning to reveal the population vector from EEG signals

Kobler, R. J., Almeida, I., Sburlea, A. I. & Müller-Putz, G. R., 10 Feb 2020, In : Journal of Neural Engineering. 17, 2, 19 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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 contributionResearchpeer-review

Artificial somatosensory kinaesthetic feedback of arm movements

Hehenberger, L., Sburlea, A. I., Kobler, R. & Müller-Putz, G., 19 Oct 2019.

Research output: Contribution to conferenceAbstractResearchpeer-review

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 contributionResearchpeer-review

Open Access

Attempted Arm and Hand Movements can be Decoded from Low-Frequency EEG from Persons with Spinal Cord Injury

Ofner, P., Schwarz, A., Pereira, J., Wyss, D., Wildburger, R. & Müller-Putz, G. R., 9 May 2019, In : Scientific Reports. 9, 1, p. 7134 7134.

Research output: Contribution to journalArticleResearchpeer-review

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., 23 Jul 2019.

Research output: Contribution to conferencePosterResearchpeer-review

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 contributionResearchpeer-review

Open Access

Domain Adaptation Techniques for EEG-based Emotion Recognition: A Comparative Study on Two Public Datasets

Lan, Z., Sourina, O., Wang, L., Scherer, R. & Muller-Putz, G. R., Mar 2019, In : IEEE Transactions on Cognitive and Developmental Systems. 11, 1, p. 85-94

Research output: Contribution to journalArticleResearchpeer-review

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 contributionResearchpeer-review

Open Access

Expression of kinematic information in eeg and meg signals during visuomotor tasks

Kobler, R., Sburlea, A. I., Mondini, V., Kolesnichenko, E., Hashimoto, H., Hirata, M. & Müller-Putz, G., 19 Oct 2019.

Research output: Contribution to conferenceAbstractResearchpeer-review

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 contributionResearchpeer-review

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

Kobler, R., Sburlea, A. I., Mondini, V. & Müller-Putz, G., 26 Jul 2019. 1 p.

Research output: Contribution to conferencePosterResearch

High-density EEG mobile brain/body imaging data recorded during a challenging auditory gait pacing task

Wagner, J., Martinez-Cancino, R., Delorme, A., Makeig, S., Müller-Putz, G., Neuper, C. & Solis-Escalante, T., 17 Oct 2019, In : Scientific Data . 6, 1, 9 p., 211.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

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 contributionResearchpeer-review

Open Access

Investigating goal-directed movement planning and intention using EEG

Pereira, J., Sburlea, A. I., Ofner, P., Schwarz, A. & Müller-Putz, G., 23 Oct 2019.

Research output: Contribution to conferencePosterResearchpeer-review

Mental imagery for brain-computer interface control and communication in non-responsive individuals

Lugo, Z. R., Pokorny, C., Pellas, F., Noirhomme, Q., Laureys, S., Müller-Putz, G. & Kübler, A., 1 Jan 2019, In : Annals of Physical and Rehabilitation Medicine.

Research output: Contribution to journalArticleResearchpeer-review

Online asynchronous decoding of error-related potentials during the continuous control of a robot

Lopes Dias, C., Sburlea, A. I. & Müller-Putz, G., Nov 2019, In : Scientific Reports. 9, 9 p., 17596 .

Research output: Contribution to journalArticleResearchpeer-review

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 contributionResearchpeer-review

Open Access

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 contributionResearchpeer-review

Proceedings of the 8th Graz Brain-Computer Interface Conference 2019: Bridging Science and Application

Müller-Putz, G. (ed.), Ditz, J. C. (ed.) & Wriessnegger, S. C. (ed.), 2019, Graz: Verlag der Technischen Universität Graz. 385 p. (Proceedings of the Graz Brain-Computer Interface Conference)

Research output: Book/ReportAnthologyResearchpeer-review

Open Access

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 contributionResearchpeer-review

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 contributionResearchpeer-review

Unimanual and Bimanual Reach-and-Grasp Actions Can Be Decoded From Human EEG

Schwarz, A., Pereira, J., Kobler, R. & Müller-Putz, G., 23 Sep 2019, In : IEEE transactions on biomedical engineering. p. 1-12 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Using ErrPs to improve continuous BCIs

Lopes Dias, C., Sburlea, A. I. & Müller-Putz, G., Oct 2019.

Research output: Contribution to conferencePosterResearchpeer-review

Workshops of the seventh international brain-computer interface meeting: not getting lost in translation

Huggins, J. E., Aarnoutse, E., Anderson, C. W., Bedrick, S., Besio, W., Chavarriaga, R., Collinger, J. L., Do, A. H., Herff, C., Hohmann, M., Kinsella, M., Lee, K., Lotte, F., Müller-Putz, G., Nijholt, A., Pels, E., Peters, B., Putze, F., Rupp, R., Schalk, G. & 3 othersScott, S., Tangermann, M. & Tubig, P., 3 Jul 2019, In : Brain-Computer Interfaces. 6, 3, p. 71-101 31 p.

Research output: Contribution to journalArticleResearchpeer-review

2018

Action affordances and visuo-spatial complexity in motor imagery: an fMRI study

Schulz, L., Ischebeck, A., Wriessnegger, S. C., Steyrl, D. & Müller-Putz, G., 2018, In : Brain and Cognition.

Research output: Contribution to journalArticleResearchpeer-review

Affective motor imagery activates specific brain regions of the pain matrix

Wriessnegger, S. C., Raggam, P. & Müller-Putz, G., 2018.

Research output: Contribution to conferencePosterResearchpeer-review

A paradigm for detection of self-paced movement imaginations using MRCPs

Pereira, J., Sburlea, A. I. & Müller-Putz, G., May 2018.

Research output: Contribution to conferenceAbstractResearchpeer-review

A paradigm for detection of self-paced movement imaginations using MRCPs

Pereira, J., Sburlea, A. I. & Müller-Putz, G., 2018.

Research output: Contribution to conferencePosterResearchpeer-review

Open Access

Decoding differences in continuously executed and observed tracking movements from EEG signals

Kobler, R., Sburlea, A. I. & Müller-Putz, G., 18 May 2018.

Research output: Contribution to conferenceAbstractResearchpeer-review

Decoding natural reach-and-grasp actions from human EEG.

Schwarz, A., Ofner, P., Pereira, J., Sburlea, A. I. & Müller-Putz, G., 15 Feb 2018, In : Journal of Neural Engineering. 15, 1, 016005.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

EEG patterns of self-paced movement imaginations towards externally-cued and internally-selected targets

Pereira, J., Sburlea, A. I. & Müller-Putz, G., 6 Sep 2018, In : Scientific Reports. 8, 15 p., 13394 .

Research output: Contribution to journalArticleResearchpeer-review

Exploring representations of human grasping in neural, muscle and kinematic signals

Sburlea, A. I. & Müller-Putz, G. R., 12 Nov 2018, In : Scientific Reports. 8, 1, 16669.

Research output: Contribution to journalArticleResearchpeer-review

Factors that affect error potentials during a grasping task: toward a hybrid natural movement decoding BCI

Omedes, J., Schwarz, A., Müller-Putz, G. R. & Montesano, L., 1 May 2018, In : Journal of Neural Engineering. 15, 4, 15 p., 046023.

Research output: Contribution to journalArticleResearchpeer-review

Imagine squeezing a cactus: Cortical activation during affective motor imagery measured by functional near-infrared spectroscopy

Wriessnegger, S. C., Bauernfeind, G., Kurz, E-M., Raggam, P. & Müller-Putz, G., 2018, In : Brain and Cognition. 126, p. 13-22

Research output: Contribution to journalArticleResearchpeer-review

Improving the quality of the electroencephalogram simultaneously recorded with functional magnetic resonance imaging

Steyrl, D., 21 Nov 2018, 140 p.

Research output: ThesisDoctoral ThesisResearch

Open Access
File