• 8010

    Stremayrgasse 16 Graz

    Austria

Research Output 1979 2019

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

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

Brain computer interface
Hand Strength
Electroencephalography
Brain-Computer Interfaces
Hand
Open Access
Brain computer interface
Calibration
Feedback

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

Biomechanical Phenomena
Healthy Volunteers
Kinematics
Upper Extremity
Hand

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

Electrodes
Brain
Functional neuroimaging
Feedback
Ions

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

Electrodes
Brain
Functional neuroimaging
Feedback
Ions

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

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.). Verlag der Technischen Universität Graz, 6 p.

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

Open Access
Hand Strength
Posture
Hand
Observation
Electroencephalography

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
Biomechanical Phenomena
Decoding
Kinematics
Upper Extremity
Brain

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

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., 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

Are Online Co-Adaptive Sensorimotor Rhythm Brain-Computer Interface Training Paradigms Effective?

Cunha, J. D. & Scherer, R., 2018, 2018 International Conference on Cyberworlds (CW). p. 419-422

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

Are Online Co-Adaptive Sensorimotor Rhythm Brain-Computer Interface Training Paradigms Effective?

Cunha, J. D. & Scherer, R., 2018, (Accepted/In press).

Research output: Contribution to conferencePosterResearchpeer-review

Open Access
Electroencephalography
Artifacts
Magnetic Resonance Imaging
Subtraction Technique
Bioelectric potentials

Automated Measurement and Subtask Analysis of the Timed Upand- Go Test in the Field of Geriatrics

Andreas, Z., Peter, K., Robert, M. O. & Gunter, S., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers, Vol. 2018-July. p. 1526-1529 4 p. 8512464

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

Geriatrics
Ultrasonics
Health
Equipment and Supplies
Monitoring

BCI and Games: Playful, Experience-Oriented Learning by Vivid Feedback?

Kober, S., Ninaus, M., Friedrich, E. V. C. & Scherer, R., 2018, Brain-computer interfaces handbook: technological and theoretical advances. Nam, C. S., Nijholt, A. & Lotte, F. (eds.). Boca Raton: CRC Press Taylor & Francis Group, p. 207-232

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

Bioinformatic Analysis of FXR related ChIP-seq data

Panzitt, K., Wagner, M. & Thallinger, G., Aug 2018.

Research output: Contribution to conferencePosterResearchpeer-review

Bioinformatic Analysis of FXR related ChIP-seq data

Panzitt, K., Wagner, M. & Thallinger, G., Sep 2018.

Research output: Contribution to conferencePosterResearchpeer-review

Bioinformatic Analysis of FXR related ChIP-seq data

Panzitt, K., Wagner, M. & Thallinger, G., 27 Nov 2018.

Research output: Contribution to conferencePosterResearchpeer-review

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 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
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-based Endogenous Online Co-Adaptive Brain-Computer Interfaces: Strategy for Success?

Scherer, R., Faller, J., Sajda, P. & Vidaurre, C., 2018, (Accepted/In press).

Research output: Contribution to conferencePaperResearchpeer-review

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

Exploring the similarity of grasping representations among EEG, EMG, kinematic activity and categorical models

Sburlea, A. I., 2018, 7th International BCI Meeting.

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

Exploring the similarity of grasping representations among EEG, EMG, kinematic activity and categorical models

Sburlea, A. I., 2018.

Research output: Contribution to conferenceAbstractResearchpeer-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

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

Gait-phase related EEG modulations during gait rehabilitation after stroke - First results

Scherer, R., Seeber, M., Enzinger, C., Ropele, S., Linderl-Madrutter, R. & Grieshofer, P., 2018, p. 124.

Research output: Contribution to conferenceAbstractResearchpeer-review

Open Access

Gait-phase related EEG modulations during gait rehabilitation after stroke - First results

Scherer, R., Seeber, M., Enzinger, C., Ropele, S., Linderl-Madrutter, R. & Grieshofer, P., 2018.

Research output: Contribution to conferencePosterResearchpeer-review

HEALTHeBIKES-Smart E-Bike prototype for controlled exercise in Telerehabilitation programs

Mayr, P., Falgenhauer, M., Modre-Osprian, R., Hofmann, P., Traninger, H., Rath, M. & Schreier, G., 1 Jan 2018, Health Informatics Meets eHealth: Biomedical Meets eHealth - From Sensors to Decisions - Proceedings of the 12th eHealth Conference. IOS Press, p. 307-313 7 p. (Studies in Health Technology and Informatics; vol. 248).

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

Patient rehabilitation
Rehabilitation
Smartphones
Feasibility Studies
Microcontrollers

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
artifact

Instantaneous voltage of electroencephalographic oscillatory activity: An alternative to power and phase measurements

Adamek, M., Scherer, R. & Schalk, G., 2018, (Accepted/In press).

Research output: Contribution to conferencePosterResearchpeer-review

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

Mind the Traps! Design Guidelines for Rigorous BCI Experiments

Jeunet, C., Debener, S., Lotte, F., Mattout, J., Scherer, R. & Zich, C., 2018, Brain-computer interfaces handbook : technological and theoretical advances. Nam, C. S., Nijholt, A. & Lotte, F. (eds.). Boca Raton: CRC Press Taylor & Francis Group, p. 613 634 p.

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

Motor Imagery based Brain-Computer Interfaces

Scherer, R. & Vidaurre, C., 2018, Smart Wheelchairs and Brain-Computer Interfaces: Mobile Assistive Technologies. Diez, P. (ed.). Academic Press, p. 171-195

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

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

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

Emotion Recognition
Brain computer interface
Electroencephalography
Feature Selection
Feature extraction

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