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Author

  • Gernot Müller-Putz
2012

On the suitability of random forests for detecting mental imagery for non-invasive brain-computer interfacing

Steyrl, D., 2012, 69 p.

Research output: ThesisMaster's ThesisResearch

Open Access
File
2013

Time-Domain Correlations of Imagined Arm Positions with Brain Sources

Müller-Putz, G., 19 Sep 2013.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

2017

Reference layer adaptive filtering (RLAF) in simultaneous EEG-fMRI

Steyrl, D. & Müller-Putz, G., 3 Nov 2017.

Research output: Contribution to conferencePosterResearchpeer-review

Open Access
File
2018
2019

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
2013

Using random forests for classifying motor imagery EEG

Steyrl, D., Scherer, R. & Müller-Putz, G., Jan 2013.

Research output: Contribution to conferencePosterResearch

Open Access
File
2012

Auditory P300-based single-switch BCI using Tone Stream Segregation

Klobassa, D., Pokorny, C., Horki, P. & Müller-Putz, G., 2012.

Research output: Contribution to conferencePosterResearch

Error potential detection during continuous movement of an artificial arm controlled by brain–computer interface

Kreilinger, A., Neuper, C. & Müller-Putz, G., 2012, In : Medical & biological engineering & computing. 50, 3, p. 223-230

Research output: Contribution to journalArticleResearchpeer-review

2011

BCI: “Imagine playing tennis!”

Müller-Putz, G., Wolfgruber, D., Kreilinger, A. & Neuper, C., 2011, In : International journal of bioelectromagnetism. 13, 2, p. 62-63

Research output: Contribution to journalArticleResearch

Somatosensory Evoked Potentials Elicited by Stimulating Two Fingers from One Hand - Usable for BCI?

Breitwieser, C., Pokorny, C., Neuper, C. & Müller-Putz, G., 2011, Annual International Conference of the IEEE Engineering in Medicine and Biology Society. ., p. 6373-6376

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Correlating SSSEP Screening Results with BCI Performance

Breitwieser, C., Pokorny, C., Neuper, C. & Müller-Putz, G., 2011.

Research output: Contribution to conferencePosterResearch

2012

Stability and Distribution of Steady-State Somatosensory Evoked Potentials Elicited by Vibro-Tactile Stimulation

Breitwieser, C., Kaiser, V., Neuper, C. & Müller-Putz, G., 2012, In : Medical & biological engineering & computing. 50, 4, p. 347-357

Research output: Contribution to journalArticleResearchpeer-review

2011

Long-Term BCI Training for Grasp Restoration in a Patient Diagnosed with Cervical Spinal Cord Injury

Kaiser, V., Kreilinger, A., Müller-Putz, G. & Neuper, C., 22 Sep 2011.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

Motivation Influences Performance in SMR-BCI

Kleih, S. C., Riccio, A., Mattia, D., Kaiser, V., Friedrich, E., Scherer, R., Müller-Putz, G., Neuper, C. & Kübler, A., 2011, Proc. of the 5th International Brain-Computer Interface Conference 2011. ., p. 108-111

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2014

Adaptive hybrid Brain-Computer Interaction: Ask a Trainer for Assistance!

Müller-Putz, G., Steyrl, D. & Faller, J., 2014, Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'14). ., p. 1493-1496

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2013

Automatic adaptation to the beta rebound after brisk movement imagery in a brain-computer interface

Faller, J., Solis Escalante, T., Wriessnegger, S., Scherer, R. & Müller-Putz, G., 2013.

Research output: Contribution to conferencePosterResearch

2012

First Evaluation Results of a BCI-controlled Hybrid Neuroprosthesis for Restoration of Grasping in a High Spinal Cord Injured Individual

Rohm, M., Schneiders, M., Kreilinger, A., Müller-Putz, G. & Rupp, R., 2012.

Research output: Contribution to conferencePosterResearch

2013

Autonomy and Social Inclusion for the Severely Disabled: The BrainAble Prototype

Faller, J., Torrellas, S., Costa, U., Opisso, E., Fernández, J. M., Kapeller, C., Holzner, C., Medina, J., Carmichael, C., Bauernfeind, G., Miralles, F., Guger, C., Scherer, R. & Müller-Putz, G., 4 Jun 2013.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

2012

THE AUDITORY P300-BASED SSBCI: A DOOR TO MINIMALLY CONSCIOUS PATIENTS?

Müller-Putz, G., Klobassa, D., Pokorny, C., Pichler, G., Erlbeck, H., Real, R. G. L., Kübler, A., Risetti, M. & Mattia, D., 2012.

Research output: Contribution to conferencePosterResearch

2016

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 contributionResearchpeer-review

Open Access
2019

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
2013

The auditory P300-based single-switch brain-computer interface: Paradigm transition from healthy subjects to minimally conscious patients

Pokorny, C., Klobassa, D., Pichler, G., Erlbeck, H., Real, R., Kübler, A., Lesenfants, D., Habbal, D., Noirhomme, Q., Risetti, M., Mattia, D. & Müller-Putz, G., 2013, In : Artificial Intelligence in Medicine. 59, p. 81-90

Research output: Contribution to journalArticleResearchpeer-review

2012

Switching between manual control and brain-computer interface using long term and short term quality measures

Kreilinger, A., Kaiser, V., Breitwieser, C., Williamson, J., Neuper, C. & Müller-Putz, G., 2012, In : Frontiers in neuroscience. 5, 00147, p. 1-11

Research output: Contribution to journalArticleResearchpeer-review

2014

Brain-Computer Interfaces for Assessment and Communication in Disorders of Consciousness

Guger, C., Sorger, B., Noirhomme, Q., Naci, L., Monti, M. M., Real, R., Pokorny, C., Veser, S., Lugo, Z., Quitadamo, L., Lesenfants, D., Risetti, M., Formisano, R., Toppi, J., Astolfi, L., Emmerling, T., Heine, L., Erlbeck, H., Horki, P., Kotchoubey, B. & 9 othersBianchi, L., Mattia, D., Goebel, R., Owen, A. M., Pellas, F., Müller-Putz, G., Laureys, S., Kübler, A. & Cincotti, F., 2014, Emerging Theory and Practice in Neuroprosthetics. 1 ed. ., p. 181-214

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

2015

Sheet Music by Mind: Towards a Brain-Computer Interface for Composing

Pinegger, A., Wriessnegger, S. & Müller-Putz, G., 2015.

Research output: Contribution to conferencePosterResearchpeer-review

2016

Random forests in non-invasive sensorimotor rhythm brain-computer interfaces: A practical and convenient non-linear classifier

Steyrl, D., Scherer, R., Faller, J. & Müller-Putz, G., 2016, In : Biomedical Engineering / Biomedizinische Technik. 61, 1, p. 77–86

Research output: Contribution to journalArticleResearchpeer-review

2012

Does ERD correlate with the strength of impairment after stroke?

Kaiser, V., Pichiorri, F., De Vico Fallani, F., Mattia, D., Müller-Putz, G. & Neuper, C., 2012, In : Neurorehabilitation and neural repair. p. 411-411

Research output: Contribution to journalArticleResearchpeer-review

2018

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 contributionResearchpeer-review

2013

SigViewer and SignalServer - open source software projects for biosignal analysis

Brunner, C., Breitwieser, C. & Müller-Putz, G., 2013, (Accepted/In press) Proceedings of the BMT 2013. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2015

P300 Brain Computer Interface Control after an Acquired Brain Injury

Daly, J., Armstrong, E., Thomson, E., Pinegger, A., Müller-Putz, G. & Martin, S., 2015, In : International Journal on Recent and Innovation Trends in Computing and Communication . 3, 1, p. 318-325

Research output: Contribution to journalArticleResearch

2013

Designing Wearable BCIs: A Software Framework

Ottaviani, A., Breitwieser, C., Kreilinger, A., Tavella, M., Rohm, M., Schreuder, M., Leeb, R., Millan, J. D. R., Müller-Putz, G., Rupp, R. & Cincotti, F., 2013, Proceedings of TOBI Workshop lV. ., p. 123-125

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Electrophysiological Markers of Emotion Processing in Cerebral Palsy - Towards a Clinical Affective Brain-computer Interface

Hettich, D. T., Bolinger, E., Scherer, R., Müller-Putz, G., Birbaumer, N., Rosenstiel, W., Bogdan, M. & Matuz, T., 2013, Society for Psychophysiological Research, Abstracts for the Fifty-Third Annual Meeting. ., p. 41-41

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2014

High and low γ oscillations in the sensorimotor feet area are conversely modulated by the gait cycle

Seeber, M., Wagner, J., Scherer, R., Solis Escalante, T. & Müller-Putz, G., 2014.

Research output: Contribution to conferencePosterResearch

2012

Toward smarter BCIs: extending BCIs through hybrid BCIs and intelligent control

Allison, B. Z., Leeb, R., Brunner, C., Müller-Putz, G., Bauernfeind, G., Kelly, J. W. & Neuper, C., 2012, In : Journal of neural engineering. 9, p. 013001-013001

Research output: Contribution to journalArticleResearchpeer-review

2013

Continuous and Discrete Control of a Hybrid Neuroprosthesis via Time-Coded Motor Imagery BCI

Kreilinger, A., Rohm, M., Kaiser, V., Leeb, R., Rupp, R. & Müller-Putz, G., 25 Jan 2013.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

2014

Active participation during walking reduces single trial connectivity in sensorimotor areas

Wagner, J., Billinger, M., Solis Escalante, T., Brunner, C., Scherer, R., Neuper, C. & Müller-Putz, G., 2014.

Research output: Contribution to conferencePosterResearch

2012

Combining Hybrid BCI and signal quality monitoring to improve user experience

Clauzel, G., Kaltner, B., Breitwieser, C. & Müller-Putz, G., 2012.

Research output: Contribution to conferencePosterResearch

Computational Sensemaking on Examples of Knowledge Discovery from Neuroscience Data: Towards Enhancing Stroke Rehabilitation

Holzinger, A., Scherer, R., Seeber, M., Wagner, J. & Müller-Putz, G., 2012, International Conference on Information Technology in Bio- and Medical Informatics - ITBAM 2012: Lecture Notes in Computer Science 7451. Böhm, C., Khuri, S., Lhotska, L. & Renda, M. E. (eds.). Lecture Notes in Computer Science LNCS 7451 ed. Heidelberg, Berlin, New York: Springer, Vol. 7451. p. 166-168

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

Open Access
File
2015

Reduction of EEG Artifacts in Simultaneous EEG-fMRI: Reference Layer Adaptive Filtering (RLAF)

Steyrl, D., Patz, F., Krausz, G., Edlinger, G. & Müller-Putz, G., 2015, Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15). ., p. 3803-3806

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2014

The evaluation of a Brain-Computer Interface System with Aquired Brain Injury End Users

Daly, J., Armstrong, E., Wriessnegger, S., Müller-Putz, G., Hintermueller, C. & Martin, S., 2014.

Research output: Contribution to conferencePosterResearch

2019

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

2015

Achievements and challenges of translational research in non-invasive SMR-BCI-controlled upper extremity neuroprosthesis in spinal cord injury

Müller-Putz, G. R. & Rupp, R., 1 Jul 2015, 2015 7th International IEEE/EMBS Conference on Neural Engineering, NER 2015. IEEE Computer Society Publications, Vol. 2015-July. p. 158-161 4 p. 7146584

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2016

Evaluation of different EEG acquisition systems concerning their suitability for building a brain-computer interface: Case Studies

Pinegger, A., Wriessnegger, S. C., Faller, J. & Müller-Putz, G., 2016, In : Frontiers in neuroscience. 10, p. 441

Research output: Contribution to journalArticleResearchpeer-review

Open Access
2018
Open Access
2014

A co-adaptive brain-computer interface for end users with severe motor impairment

Faller, J., Scherer, R., Costa, U., Opisso, E., Medina, J. & Müller-Putz, G., 2014, In : PLoS ONE. 9, 7, p. 1-10

Research output: Contribution to journalArticleResearchpeer-review

2016

A hybrid three-class brain-computer interface system utilizing SSSEPs and transient ERPs

Breitwieser, C., Pokorny, C. & Müller-Putz, G. R., 27 Oct 2016, In : Journal of neural engineering. 13, 6, 066015.

Research output: Contribution to journalArticleResearchpeer-review

2019

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

2017

Online Reduction of Artifacts in EEG of Simultaneous EEG-fMRI Using Reference Layer Adaptive Filtering (RLAF)

Steyrl, D., Krausz, G., Koschutnig, K., Edlinger, G. & Müller-Putz, G. R., 9 Nov 2017, In : Brain Topography.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File