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    Stremayrgasse 16 Graz

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Forschungsoutput 1979 2019

2019

Applying intuitive EEG-controlled grasp neuroprostheses in individuals with spinal cord injury: Preliminary results from the MoreGrasp clinical feasibility study

Müller-Putz, G., Ofner, P., Pereira, J., Pinegger, A., Schwarz, A., Zube, M., Ute Eck, Björn Hessing, Matthias Schneiders & Rüdiger Rupp, 2019, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Artificial somatosensory kinaesthetic feedback of arm movements

Hehenberger, L., Sburlea, A. I., Kobler, R. & Müller-Putz, G., 19 Okt 2019.

Publikation: KonferenzbeitragAbstractForschungBegutachtung

Feedback
Afferent Pathways
Efferent Pathways
Scapula
Sensory Feedback

Asynchronous detection of error-related potentials using a generic classifier

Lopes Dias, C., Sburlea, A. I. & Müller-Putz, G., 2019, Proceedings of the 8th Graz Brain Computer Interface Conference 2019: Bridging Science and Application. Müller-Putz, G. R., Ditz, J. C. & Wriessnegger, S. (Hrsg.). Graz: Verlag der Technischen Universität Graz, S. 54-58 5 S.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Open Access
Calibration
Robotics
Clinical Protocols
Electroencephalography

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 Mai 2019, in : Scientific reports. 9, 1, S. 7134 7134.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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., 23 Jul 2019.

Publikation: KonferenzbeitragPosterForschungBegutachtung

Brain computer interface
Electroencephalography

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. S. 3036-3041 6 S.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

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

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., Mär 2019, in : IEEE Transactions on Cognitive and Developmental Systems. 11, 1, S. 85-94

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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., 2019, S. 299-304.

Publikation: KonferenzbeitragPaperForschungBegutachtung

Brain computer interface
Electroencephalography
Brain
Communication

Expectation mismatch during a tracking task: an EEG analysis

Bevilacqua, M., Lopes Dias, C., Sburlea, A. I. & Müller-Putz, G., Sep 2019, Proceedings of the 8th Graz Brain Computer Interface Conference 2019: Bridging Science and Application. Graz: Verlag der Technischen Universität Graz, S. 65-70

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Open Access
Sensory Feedback
Artifacts
Cerebellum
Electroencephalography
Brain

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 Okt 2019.

Publikation: KonferenzbeitragAbstractForschungBegutachtung

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., Jul 2019, Proceedings of the 41th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE Xplore, 6 S.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

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., 26 Jul 2019. 1 S.

Publikation: KonferenzbeitragPosterForschung

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 Okt 2019, in : Scientific Data . 6, 1, 9 S., 211.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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. (Hrsg.). Graz: Verlag der Technischen Universität Graz, S. 279-284

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Open Access
Hand Strength
Posture
Hand
Observation
Electroencephalography

Investigating goal-directed movement planning and intention using EEG

Pereira, J., Sburlea, A. I., Ofner, P., Schwarz, A. & Müller-Putz, G., 23 Okt 2019.

Publikation: KonferenzbeitragPosterForschungBegutachtung

Online asynchronous decoding of error-related potentials during the continuous control of a robot

Lopes Dias, C., Sburlea, A. I. & Müller-Putz, G., Nov 2019, in : Scientific reports. 9, 9 S., 17596 .

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Open Access
Decoding
Robots
Robotic arms
Brain computer interface
End effectors

ONLINE DETECTION OF HAND OPEN VS PALMAR GRASP ATTEMPTS IN A PERSON WITH SPINAL CORD INJURY

Ofner, P., Pereira, J., Schwarz, A. & Müller-Putz, G., Sep 2019, Proceedings of the 8th Graz Brain-Computer Interface Conference 2019. Müller-Putz, G. R., Ditz, J. C. & Wriessnegger, S. C. (Hrsg.). Graz: Verlag der Technischen Universität Graz, S. 188-193

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Open Access
Hand Strength
Spinal Cord Injuries
Hand
Upper Extremity
Cervical Cord

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. (Hrsg.). Springer International Publishing AG , S. 242 - 248 7 S. (Lecture Notes in Information Systems and Organisation; Band 32).

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Proceedings of the 8th Graz Brain-Computer Interface Conference 2019: Bridging Science and Application

Müller-Putz, G. (Hrsg.), Ditz, J. C. (Hrsg.) & Wriessnegger, S. C. (Hrsg.), 2019, Graz: Verlag der Technischen Universität Graz. 385 S. (Proceedings of the Graz Brain-Computer Interface Conference)

Publikation: Buch/Bericht/KonferenzbandBuch (Herausgeberwerk)ForschungBegutachtung

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. (Hrsg.). Graz: Verlag der Technischen Universität Graz, S. 100-105 6 S.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Open Access
Biomechanical Phenomena
Decoding
Kinematics
Upper Extremity
Brain

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. (Hrsg.). Graz: Verlag der Technischen Universität Graz, S. 244-248 5 S. 45

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Tuning
Feedback
Actuators
Phantom Limb
Afferent Pathways
Tuning
Feedback
Actuators
Phantom Limb
Afferent Pathways

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. S. 1-12 12 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Electroencephalography

Using ErrPs to improve continuous BCIs

Lopes Dias, C., Sburlea, A. I. & Müller-Putz, G., Okt 2019.

Publikation: KonferenzbeitragPosterForschungBegutachtung

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.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Affective motor imagery activates specific brain regions of the pain matrix

Wriessnegger, S. C., Raggam, P. & Müller-Putz, G., 2018.

Publikation: KonferenzbeitragPosterForschungBegutachtung

A paradigm for detection of self-paced movement imaginations using MRCPs

Pereira, J., Sburlea, A. I. & Müller-Putz, G., 2018.

Publikation: KonferenzbeitragPosterForschungBegutachtung

A paradigm for detection of self-paced movement imaginations using MRCPs

Pereira, J., Sburlea, A. I. & Müller-Putz, G., Mai 2018.

Publikation: KonferenzbeitragAbstractForschungBegutachtung

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

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

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

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

Cunha, J. D. & Scherer, R., 2018.

Publikation: KonferenzbeitragPosterForschungBegutachtung

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 Okt 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers, Band 2018-July. S. 1526-1529 4 S. 8512464

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

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. (Hrsg.). Boca Raton: CRC Press Taylor & Francis Group, S. 207-232

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in Buch/BerichtForschungBegutachtung

Bioinformatic Analysis of FXR related ChIP-seq data

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

Publikation: KonferenzbeitragPosterForschungBegutachtung

Bioinformatic Analysis of FXR related ChIP-seq data

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

Publikation: KonferenzbeitragPosterForschungBegutachtung

Bioinformatic Analysis of FXR related ChIP-seq data

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

Publikation: KonferenzbeitragPosterForschungBegutachtung

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 Okt 2018, in : Physiological measurement. 39, 11, 114001.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Decoding differences in continuously executed and observed tracking movements from EEG signals

Kobler, R., Sburlea, A. I. & Müller-Putz, G., 18 Mai 2018.

Publikation: KonferenzbeitragAbstractForschungBegutachtung

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.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Open Access
Hand Strength
Electroencephalography
Decoding
Feature extraction
Motor Cortex

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 S., 13394 .

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

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 Mai 2018, in : Journal of neural engineering. 15, 4, 15 S., 046023.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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