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2020
Open Access
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., Jun 2020, In : Journal of Neural Engineering. 17, 3, 24 p., 036010.

Research output: Contribution to journalArticle

Open Access
Open Access

Distinct cortical networks for hand movement initiation and directional processing: An EEG study

Kobler, R. J., Kolesnichenko, E., Sburlea, A. I. & Müller-Putz, G. R., 15 Oct 2020, In : NeuroImage. 220, 117076.

Research output: Contribution to journalArticle

Open Access

High-throughput in-field bioprospecting for cyanogenic plants and hydroxynitrile lyases

Tomescu, M-S., Davids, D., DuPlessis, M., Darnhofer, B., Birner-Gruenberger, R., Archer, R., Schwendenwein, D., Thallinger, G., Winkler, M. & Rumbold, K., 2020, In : Biocatalysis and Biotransformation. 38, 3, p. 234-240

Research output: Contribution to journalArticle

NICA: A novel Toolbox for Near-Infrared Spectroscopy Calculations and Analyses

Raggam, P., Bauernfeind, G. & Wriessnegger, S. C., 2020, In : Frontiers in Neuroinformatics.

Research output: Contribution to journalArticle

Open Access

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

Ditz, J., Schwarz, A. & Müller-Putz, G. R., Jun 2020, In : Journal of Neural Engineering. 17, 3, 23 p., 036008.

Research output: Contribution to journalArticle

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 journalArticle

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 journalArticle

Open Access
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 journalArticle

Open Access

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 journalArticle

Open Access

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 journalArticle

Open Access

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 others, Scott, S., Tangermann, M. & Tubig, P., 3 Jul 2019, In : Brain-Computer Interfaces. 6, 3, p. 71-101 31 p.

Research output: Contribution to journalArticle

“Switch-off” of respiratory sinus arrhythmia may be associated with the activation of an oscillatory source (pacemaker) in the brain stem

Pfurtscheller, G., Rassler, B., Schwerdtfeger, A. R., Klimesch, W., Andrade, A., Schwarz, G. & Thayer, J. F., 1 Jan 2019, In : Frontiers in Physiology. 10, JUL, 939.

Research output: Contribution to journalArticle

Open Access
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 journalArticle

Open Access

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 journalArticle

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 journalArticle

Open Access

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 journalArticle

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 journalArticle

Open Access

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

Open Access
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 journalArticle

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 journalArticle

Open Access

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 journalArticle

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 journalArticle

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 journalArticle

Open Access

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 journalArticle

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 journalArticle

Open Access
File

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 journalArticle

Open Access
File

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 journalArticle

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 journalArticle

Open Access

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 others, Herff, 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 journalArticle

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 journalArticle