Gernot Müller-Putz

Univ.-Prof. Dipl.-Ing. Dr.techn.

1992 …2021
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Research Output 1999 2019

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2019

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

Hand Strength
Spinal Cord Injuries
Electroencephalography
Arm
Hand
Open Access
Brain computer interface
Calibration
Feedback
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

Open Access
Electroencephalography
Artifacts
Magnetic Resonance Imaging
Subtraction Technique
Bioelectric potentials

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
Hand Strength
Electroencephalography
Decoding
Feature extraction
Motor Cortex

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., 12 Apr 2018, (Accepted/In press) In : IEEE Transactions on Cognitive and Developmental Systems.

Research output: Contribution to journalArticleResearchpeer-review

Brain computer interface
Classifiers
Human computer interaction
Network protocols
Experiments

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

Imagination
Evoked Potentials
Brain-Computer Interfaces
Hand Strength
Cues

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

Biomechanical Phenomena
Brain-Computer Interfaces
Muscles
Hand Strength
Hand

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

Decoding
Imagery (Psychotherapy)
Hand Strength
Evoked Potentials
Prostheses and Implants

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

Open Access
Feedback
Brain-Computer Interfaces
Trajectories
Brain computer interface
Brain

Towards using fNIRS recordings of mental arithmetic for the detection of residual cognitive activity in patients with disorders of consciousness (DOC)

Kurz, E. M., Wood, G., Kober, S. E., Schippinger, W., Pichler, G., Müller-Putz, G. & Bauernfeind, G., 1 Aug 2018, In : Brain and Cognition. 125, p. 78-87 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Consciousness Disorders
Brain-Computer Interfaces
Task Performance and Analysis
Communication
Consciousness
Open Access
Electroencephalography
Functional Neuroimaging
Motor Cortex
Healthy Volunteers
Brain
2017

Composing only by thought: Novel application of the P300 brain-computer interface

Pinegger, A., Hiebel, H., Wriessnegger, S. C. & Müller-Putz, G. R., 6 Sep 2017, In : PLoS ONE.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Brain-Computer Interfaces
Brain computer interface
Music
Brain
Electroencephalography

Cybathlon experiences of the Graz BCI racing team Mirage91 in the brain-computer interface discipline

Statthaler, K., Schwarz, A., Steyrl, D., Kobler, R., Höller, M. K., Brandstetter, J., Hehenberger, L., Bigga, M. & Müller-Putz, G., Dec 2017, In : Journal of NeuroEngineering and Rehabilitation . 14, 129

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

EEG neural correlates of goal-directed movement intention

Pereira, J., Ofner, P., Schwarz, A., Sburlea, A. I. & Müller-Putz, G., 1 Apr 2017, In : NeuroImage. 149, p. 129–140 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Brain-Computer Interfaces
Parietal Lobe
Motor Cortex
Touch
Upper Extremity

Force related hemodynamic responses during execution and imagery of a hand grip task: A functional near infrared spectroscopy study

Wriessnegger, S. C., Kirchmeyr, D., Bauernfeind, G. & Müller-Putz, G., 2017, In : Brain and Cognition. 117, p. 108-116

Research output: Contribution to journalArticleResearchpeer-review

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
Artifacts
Electroencephalography
Magnetic Resonance Imaging
Alpha Rhythm
Visual Evoked Potentials

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

Steyrl, D., Krausz, G., Koschutnig, K., Edlinger, G. & Müller-Putz, G., 3 Feb 2017, In : Journal of neural engineering. 14, 2, p. 1-20

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Adaptive filtering
Electroencephalography
Artifacts
Magnetic Resonance Imaging
Visual Evoked Potentials

TiD - Introducing and Benchmarking an Event-Delivery System for Brain-Computer Interfaces

Breitwieser, C., Tavella, M., Schreuder, M., Cincotti, Leeb & Müller-Putz, G., 20 Jul 2017, In : IEEE transactions on neural systems and rehabilitation engineering.

Research output: Contribution to journalArticleResearchpeer-review

Upper limb movements can be decoded from the time-domain of low-frequency EEG

Ofner, P., Schwarz, A., Pereira, J. & Müller-Putz, G. R., 10 Aug 2017, In : PLoS ONE. 12, 8, p. e0182578

Research output: Contribution to journalArticleResearchpeer-review

Open Access
electroencephalography
Electroencephalography
limbs (animal)
Upper Extremity
Motor Cortex

Workshops of the Sixth International Brain–Computer Interface Meeting: brain–computer interfaces past, present, and future

Huggins, J., Guger, C., Ziat, M., Zander, T., Taylor, D., Tangermann, M., Soria-Frisch, A., Simeral, J., Scherer, R., Rupp, R., Ruffini, G., Robinson, D., Ramsey, N., Nijholt, A., Müller-Putz, G., McFarland, D., Mattia, D., Lance, B., Kindermans, P-J., Iturrate, I. & 10 othersHerff, C., Gupta, D., Do, A., Collinger, J., Chavarriaga, R., Chase, S., Bleichner, M., Batista, A., Anderson, C. & Aarnoutse, E. J., 30 Jan 2017, In : Brain-Computer Interfaces. 4, 1, p. 3 36 p.

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

Brain-Computer Interfaces
Brain computer interface
Somatosensory Evoked Potentials
Enterprise resource planning
Bioelectric potentials

Cooperation in Mind: Motor imagery of joint and single actions is represented in different brain areas

Wriessnegger, S. C., Steyrl, D., Koschutnig, K. & Müller-Putz, G., Aug 2016, In : Brain and Cognition. 109, p. 19-25

Research output: Contribution to journalArticleResearchpeer-review

Imagery (Psychotherapy)
Joints
Brain
Motor Cortex
Joint Action

Distinct β Band Oscillatory Networks Subserving Motor and Cognitive Control during Gait Adaptation

Wagner, J., Makeig, S., Gola, M., Neuper, C. & Müller-Putz, G., 17 Feb 2016, In : The journal of neuroscience. 36, 7, p. 2212-26 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Gait
Cues
Parietal Lobe
Prefrontal Cortex
Walking

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

Evaluation of induced and evoked changes in EEG during selective attention to verbal stimuli

Horki, P., Bauernfeind, G., Schippinger, W., Pichler, G. & Müller-Putz, G. R., 1 Sep 2016, In : Journal of neuroscience methods. 270, p. 165-176 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Persistent Vegetative State
Electroencephalography
Healthy Volunteers
Brain
Athletic Performance

On similarities and differences of invasive and non-invasive electrical brain signals in brain-computer interfacing

Steyrl, D., Kobler, R. & Müller-Putz, G., 30 Jun 2016, In : Journal of Biomedical Science and Engineering. 9, 8, p. 393-398

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Brain computer interface
Brain

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

Steuerung von Neuroprothesen bei Querschnittlähmung: der nichtinvasive Graz-BCI-Ansatz

Müller-Putz, G., Schwarz, A., Pereira, J. & Ofner, P., 2016, In : Neuroreha. 8, 3, p. 126-133

Research output: Contribution to journalArticleResearch

The role of transient target stimuli in a steady-state somatosensory evoked potential-based brain-computer interface setup

Pokorny, C., Breitwieser, C. & Müller-Putz, G., 7 Apr 2016, In : Frontiers in neuroscience. 10, 152

Research output: Contribution to journalArticleResearchpeer-review

2015

BNCI Horizon 2020: Towards a Roadmap for the BCI Community

Brunner, C., Birbaumer, N., Blankertz, B., Guger, C., Kübler, A., Mattia, D., Millán, J. D. R., Miralles, F., Nijholt, A., Opisso, E., Ramsey, N., Salomon, P. & Müller-Putz, G., 2015, In : Brain-Computer Interfaces. 2, 1, p. 1-10

Research output: Contribution to journalArticleResearchpeer-review

Brain Computer Interface on Track to Home

Miralles, F., Vargiu, E., Dauwalder, S., Sola, M., Müller-Putz, G., Pinegger, A., Wriessnegger, S. & Kübler, A., 2015, In : The Scientific World Journal . 2015, 623896.

Research output: Contribution to journalArticleResearchpeer-review

Brain-controlled applications using dynamic P300 speller matrices

Halder, S., Pinegger, A., Käthner, I., Wriessnegger, S., Faller, J., Antunes, J., Müller-Putz, G. & Kübler, A., 2015, In : Artificial Intelligence in Medicine. 63, 1, p. 7-17

Research output: Contribution to journalArticleResearchpeer-review

Control or non-control state: that is the question! An asynchronous visual P300-based BCI approach

Pinegger, A., Faller, J., Halder, S., Wriessnegger, S. & Müller-Putz, G., 2015, In : Journal of neural engineering. 12, 1, p. 1-8

Research output: Contribution to journalArticleResearchpeer-review

Corrigendum: EEG beta suppression and low gamma modulation are different elements of human upright walking

Seeber, M., Wagner, J., Solis Escalante, T., Scherer, R. & Müller-Putz, G., 2015, In : Frontiers in Human Neuroscience. p. 1-2

Research output: Contribution to journalArticleResearchpeer-review

Evaluation of Healthy EEG Responses for Spelling through Listener-Assisted Scanning

Horki, P., Klobassa, D. S., Pokorny, C. & Müller-Putz, G., 2015, In : IEEE Journal of Biomedical and Health Informatics. 19, 1, p. 29-36

Research output: Contribution to journalArticleResearchpeer-review

FORCe: Fully Online and automated artifact Removal for Brain-Computer Interfacing

Daly, I., Scherer, R., Billinger, M. & Müller-Putz, G., 2015, In : IEEE transactions on neural systems and rehabilitation engineering. 23, 5, p. 725-736

Research output: Contribution to journalArticleResearchpeer-review

Functional rehabilitation of the paralyzed upper extremity after spinal cord injuryby noninvasivehybrid neuroprostheses

Rupp, R., Rohm, M., Schneiders, M., Kreilinger, A. & Müller-Putz, G., 2015, In : Proceedings of the IEEE. 103, 6, p. 954-968

Research output: Contribution to journalArticleResearchpeer-review

High and low gamma EEG oscillations in central sensorimotor areas are conversely modulated during the human gait cycle

Seeber, M., Scherer, R., Wagner, J., Solis Escalante, T. & Müller-Putz, G., 2015, In : NeuroImage. 112, p. 318-326

Research output: Contribution to journalArticleResearchpeer-review

Individually Adapted Imagery Improves Brain-Computer Interface Performance in End-Users with Disability

Scherer, R., Faller, J., Friedrich, E., Opisso, E., Costa, U., Kübler, A. & Müller-Putz, G., 2015, In : PLoS ONE. 10, 5, p. 1-14

Research output: Contribution to journalArticleResearchpeer-review

In Pursuit of an Easy to Use Brain Computer Interface for Domestic Use in a Population with Brain Injury

Daly, J., Pinegger, A., Armstrong, E., Thomson, E., Müller-Putz, G. & Martin, S., 2015, In : International Journal on Recent and Innovation Trends in Computing and Communication . 3, 6, p. 4019-4029

Research output: Contribution to journalArticleResearch

Online visualization of brain connectivity

Billinger, M., Brunner, C. & Müller-Putz, G., 2015, In : Journal of neuroscience methods. 256, p. 106-116

Research output: Contribution to journalArticleResearchpeer-review

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

Scanning the issue: The Plurality of Human BrainYComputer Interfacing

Müller-Putz, G., del. R. Millán, J., Schalk, G. & Müller, K-R., 2015, In : Proceedings of the IEEE. 103, 6, p. 868-870

Research output: Contribution to journalArticleResearchpeer-review

Single Versus Multiple Events Error Potential Detection in a BCI-Controlled Car Game With Continuous and Discrete Feedback

Kreilinger, A., Hiebel, H. & Müller-Putz, G., 2015, In : IEEE transactions on biomedical engineering. p. 1-11

Research output: Contribution to journalArticleResearchpeer-review

The user-centred design in BCI research and development

Kübler, A., Müller-Putz, G. & Mattia, D., 2015, In : Annals of Physical and Rehabilitation Medicine. 58, 5, p. 312–314

Research output: Contribution to journalArticleResearchpeer-review

Thought-based row-column scanning communication board for individuals with cerebral palsy

Scherer, R., Billinger, M., Wagner, J., Schwarz, A., Hettich, D. T., Bolinger, E., Lloria García, M., Navarro, J. & Müller-Putz, G., 2015, In : Annals of Physical and Rehabilitation Medicine. 58, 1, p. 14-22

Research output: Contribution to journalArticleResearchpeer-review