• 8010

    Stremayrgasse 16 Graz

    Austria

Research Output 1979 2019

Filter
Article
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

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
Gait
Electroencephalography
Brain
brain
Paradigm

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

Electroencephalography
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

Cardiac anomaly detection based on time and frequency domain features using tree-based classifiers

Kropf, M., Hayn, D., Morris, D., Radhakrishnan, A. K., Belyavskiy, E., Frydas, A., Pieske-Kraigher, E., Pieske, B. & Schreier, G., 25 Oct 2018, In : Physiological measurement. 39, 11, 114001.

Research output: Contribution to journalArticleResearchpeer-review

Classifiers
Electrocardiography
Cardiology
Telemedicine
Information Storage and Retrieval

Cortical Activation Patterns to Spatially Presented Pure Tone Stimuli with Different Intensities Measured by Functional Near-Infrared Spectroscopy

Bauernfeind, G., Wriessnegger, S. C., Haumann, S. & Lenarz, T., 2018, In : Brain Topography. 15 p.

Research output: Contribution to journalArticleResearchpeer-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
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

MRI-related anxiety in healthy individuals, intrinsic BOLD oscillations at 0.1 Hz and heart rate variability in low frequency bands

Pfurtscheller, G., Schwertfeger, A. R., Fink, D., Brunner, C., Aigner, C. S., Brito, J. & Andrade, A., 2018, In : PLoS ONE.

Research output: Contribution to journalArticleResearchpeer-review

Placebo hampers ability to self-regulate brain activity: A double-blind sham-controlled neurofeedback study

Kober, S. E., Witte, M., Grinschgl, S., Neuper, C. & Wood, G., 1 Nov 2018, In : NeuroImage. 181, p. 797-806 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Neurofeedback
Aptitude
Placebos
Brain
Lions

Synchronization of intrinsic 0.1-Hz blood-oxygen-level dependent (BOLD) oscillations in amygdala and prefrontal cortex in subjects with increased state anxiety

Pfurtscheller, G., Schwertfeger, A. R., Seither-Preisler, A., Brunner, C., Aigner, C. S., Calisto, J., Gens, J. & Andrade, A., 8 Feb 2018, In : European journal of neuroscience. 10 p.

Research output: Contribution to journalArticleResearchpeer-review

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

Trainability of hemodynamic parameters: A near-infrared spectroscopy based neurofeedback study

Kober, S. E., Hinterleitner, V., Bauernfeind, G., Neuper, C. & Wood, G., 1 Jul 2018, In : Biological Psychology. 136, p. 168-180 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Neurofeedback
Near-Infrared Spectroscopy
Hemoglobins
Hemodynamics
Imagery (Psychotherapy)
Open Access
Electroencephalography
Functional Neuroimaging
Motor Cortex
Healthy Volunteers
Brain

”Switch-off” of respiratory sinus arrhythmia can occur in a minority of subjects during functional magnetic resonance imaging (fMRI)

Rassler, B., Schwertfeger, A. R., Aigner, C. S. & Pfurtscheller, G., 2018, In : Frontiers in Physiology. 9, 6 p., 1688.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
2017

Ability to gain control over one’s own brain activity and its relation to spiritual practice: A multimodal imaging study

Kober, S. E., Witte, M., Ninaus, M., Koschutnig, K., Wiesen, D., Zaiser, G., Neuper, C. & Wood, G., 24 May 2017, In : Frontiers in Human Neuroscience. 11, 271.

Research output: Contribution to journalArticleResearchpeer-review

Neurofeedback
Multimodal Imaging
Aptitude
Religion
Brain

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

Distinction between Neural and Vascular BOLD Oscillations and Intertwined Heart Rate Oscillations at 0.1 Hz in the Resting State and during Movement

Pfurtscheller, G., Schwertfeger, A. R., Brunner, C., Aigner, C. S., Fink, D., Brito, J., Carmo, M. P. & Andrade, A., 4 Jan 2017, In : PLoS ONE.

Research output: Contribution to journalArticleResearchpeer-review

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

Heading for new shores! Overcoming pitfalls in BCI design

Chavarriaga, R., Fried-Oken, M., Kleih, S., Lotte, F. & Scherer, R., 2017, In : Brain-Computer Interfaces. 4, 1-2, p. 60-73

Research output: Contribution to journalArticleResearchpeer-review

Open Access

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

Brain–heart communication: Evidence for “central pacemaker” oscillations with a dominant frequency at 0.1 Hz in the cingulum

Pfurtscheller, G., Schwertfeger, A. R., Seither-Preisler, A., Brunner, C., Aigner, C. S., Brito, J., Carmo, M. P. & Andrade, A., 10 Nov 2016, In : Clinical Neurophysiology. 128, 1

Research output: Contribution to journalArticleResearchpeer-review

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

Volume conduction influences scalp-based connectivity estimates

Brunner, C., Billinger, M., Seeber, M., Mullen, T. R. & Makeig, S., 2016, In : Frontiers in Computational Neuroscience .

Research output: Contribution to journalArticleResearchpeer-review

2015

3DSpectra: A 3-Dimensional Quantification Algorithm For LC-MS Labeled Profile

Nasso, S., Hartler, J., Trajanoski, Z., Di Camillo, B., Mechtler, K. & Toffolo, G., 2015, In : Journal of proteomics. 112, p. 156-165

Research output: Contribution to journalArticleResearchpeer-review

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