EU - Feel Your Reach - Nichtinvasive Dekodierung von kortikalen Bewegungsvorstellungsmustern und künstliches Feedback im Menschen

Publikationen

Publikationen pro Jahr 2016 2017 2018 2019 2022

• 15 Artikel
• 9 Poster
• 7 Beitrag in einem Konferenzband
• 3 Abstract

Publikationen pro Jahr

Publikationen pro Jahr

Suchergebnisse

• 2022

  Applying Dimensionality Reduction Techniques in Source-Space Electroencephalography via Template and Magnetic Resonance Imaging-Derived Head Models to Continuously Decode Hand Trajectories

  Srisrisawang, N. & Müller-Putz, G., 24 März 2022, in: Frontiers in Human Neuroscience. 16, 830221.

  Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

  Open Access

  • DNA Template 100%
  • Magnetic Resonance Imaging 100%
  • Dimensionality Reduction 100%
  • Models 100%
  • Dimensionality Reduction Technique 100%

• Feel Your Reach: An EEG-Based Framework to Continuously Detect Goal-Directed Movements and Error Processing to Gate Kinesthetic Feedback Informed Artificial Arm Control

  Müller-Putz, G. R., Kobler, R. J., Pereira, J., Lopes-Dias, C., Hehenberger, L., Mondini, V., Martínez-Cagigal, V., Srisrisawang, N., Pulferer, H., Batistić, L. & Sburlea, A. I., 2022, in: Frontiers in Human Neuroscience. 16, 841312.

  Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

  Open Access

  • Goal 100%
  • Kinesthetic Feedback 100%
  • Electroencephalogram 100%
  • Spinal Cord Injury 50%
  • Intention 50%
• 2021

  Online detection of movement during natural and self-initiated reach-and-grasp actions from EEG signals

  Pereira, J., Kobler, R., Ofner, P., Schwarz, A. & Müller-Putz, G. R., Aug. 2021, in: Journal of Neural Engineering. 18, 4, 046095.

  Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

  Open Access

  • Electroencephalography 100%
  • Brain-Computer Interface 100%
  • Limb Movement 80%
  • Goal 40%
  • Behavior (Neuroscience) 40%

• On the interpretation of linear Riemannian tangent space model parameters in M/EEG

  Kobler, R. J., Hirayama, J. I., Hehenberger, L., Lopes-Dias, C., Muller-Putz, G. R. & Kawanabe, M., 1 Nov. 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). S. 5909-5913 5 S.

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung
• 2020

  Continuous low-frequency EEG decoding of arm movement for closed-loop, natural control of a robotic arm

  Mondini, V., Kobler, R. J., Sburlea, A. I. & Müller-Putz, G. R., 11 Aug. 2020, in: Journal of Neural Engineering. 17, 4, 18 S., 046031.

  Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

  Open Access

  • Filtration 100%
  • Decoded Trajectory 40%
  • Training 25%
  • Moving Target 20%
  • Asked Participant 14%

• Corneo-retinal-dipole and eyelid-related eye artifacts can be corrected offline and online in electroencephalographic and magnetoencephalographic signals

  Kobler, R. J., Sburlea, A. I., Lopes-Dias, C., Schwarz, A., Hirata, M. & Müller-Putz, G. R., Sept. 2020, in: NeuroImage. 218, 117000.

  Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

  Open Access

  • Eyelid 100%
  • Eye Movement 33%
  • Brain 33%
  • Brain-Computer Interface 33%
  • Eye Blinks 33%

• 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 Okt. 2020, in: NeuroImage. 220, 117076.

  Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

  Open Access

  • Occipital Lobe 100%

• Unimanual and Bimanual Reach-and-Grasp Actions Can Be Decoded From Human EEG

  Schwarz, A., Pereira, J., Kobler, R. & Müller-Putz, G., 2020, in: IEEE Transactions on Biomedical Engineering . 67, 6, S. 1-12 12 S.

  Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

  • Grasping 100%
  • Confusion 33%

• Using machine learning to reveal the population vector from EEG signals

  Kobler, R. J., Almeida, I., Sburlea, A. I. & Müller-Putz, G. R., 10 März 2020, in: Journal of Neural Engineering. 17, 2, 19 S., 026002.

  Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

  Open Access

  • Brain 100%
  • Posterior Parietal Cortex 66%
• 2019

  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: Konferenzbeitrag › Abstract › Begutachtung

• 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 Juli 2019. 1 S.

  Publikation: Konferenzbeitrag › Poster

  • Brain 100%
  • Algorithms 100%
  • Artifact 100%
  • Functional Neuroimaging 50%
  • Computer 15%

• HEAR to remove pops and drifts: the high-variance electrode artifact removal (HEAR) algorithm

  Kobler, R., Sburlea, A. I., Mondini, V. & Müller-Putz, G., Juli 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/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  • Brain 100%
  • Functional Neuroimaging 50%
  • Correction Algorithm 7%
  • Training 7%

• 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 Sept. 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/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  Open Access

• Towards non-invasive decoding of cortical patterns: goal directed movements, movement trajectories, error potentials, hand movement attempts and artificial sensory feedback in humans

  Müller-Putz, G., Pereira, J., Kobler, R., Lopes-Dias, C., Hehenberger, L., Schwarz, A., Ofner, P. & Sburlea, A. I., 2019.

  Publikation: Konferenzbeitrag › Poster › Begutachtung

• 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 mehrScott, S., Tangermann, M. & Tubig, P., 3 Juli 2019, in: Brain-Computer Interfaces. 6, 3, S. 71-101 31 S.

  Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

  • Interface Development 100%
  • Hardware Development 88%
  • Machine Interface 88%
• 2018

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

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

  Publikation: Konferenzbeitrag › Abstract › Begutachtung

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

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

  Publikation: Konferenzbeitrag › Poster › Begutachtung

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

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

  Publikation: Konferenzbeitrag › Abstract › Begutachtung

• 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 Fachzeitschrift › Artikel › Begutachtung

  Open Access

  • Electroencephalography 100%
  • Primary Motor Cortex 33%
  • Peak Performance 33%
  • Motor Cortex 33%

• EEG patterns of self-paced movement imaginations towards externally-cued and internally-selected targets

  Pereira, J., Sburlea, A. I. & Müller-Putz, G., 6 Sept. 2018, in: Scientific Reports. 8, 15 S., 13394 .

  Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

  Open Access

  • Imagination 100%
  • Event-related potentials 25%
  • Brain-Computer Interface 12%
  • Cognitive Process 12%

• Towards non-invasive Brain-Computer Interfaces for hand/arm control in users with spinal cord injury

  Müller-Putz, G., Pereira, J., Ofner, P., Schwarz, A., Lopes-Dias, C., Kobler, R., Hehenberger, L., Pinegger, A. & Sburlea, A. I., 15 Jan. 2018, 2018 6th International Conference on Brain-Computer Interface (BCI). S. 65-68 4 S.

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband

  Open Access

  Datei

  • Brain-Computer Interface 100%
  • Arm 100%
  • Brain 50%
  • Communication 25%
  • Decoding Error 25%

• Tuning characteristics of low-frequency EEG to positions and velocities in visuomotor and oculomotor tracking tasks

  Kobler, R., Sburlea, A. I. & Müller-Putz, G., 7 Dez. 2018, in: Scientific Reports.

  Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

  Open Access

  • Electroencephalography 100%
  • Brain 25%
  • Functional Neuroimaging 25%
• 2017

  A comparison of ocular artifact removal methods for block design based electroencephalography experiments

  Kobler, R., Sburlea, A. I. & Müller-Putz, G., 18 Sept. 2017, Proceedings of the 7th Graz Brain-Computer Interface Conference 2017: From Vision to Reality. Müller-Putz, G., Steyrl, D., Wrissnegger, S. & Scherer, R. (Hrsg.). Graz: Verlag der Technischen Universität Graz, S. 236-241 6 S. 44

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  Open Access

• Decoding Movements of the Upper Limb from EEG

  Ofner, P., Schwarz, A., Pereira, J. & Müller-Putz, G., 20 Juni 2017.

  Publikation: Konferenzbeitrag › Poster

  Datei

  • Electroencephalography 100%
  • Brain-Computer Interface 100%

• 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, S. 129–140 11 S.

  Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

  Open Access

  • Neural Correlate 100%
  • Brain 50%
  • Spinal Cord 50%
  • Brain-Computer Interface 50%
  • Stroke 50%

• Estimating movement parameters from EEG during a continuous tracking task

  Kobler, R., Sburlea, A. I. & Müller-Putz, G., 19 Juni 2017.

  Publikation: Konferenzbeitrag › Poster

• Event-Related Potentials in Externally and Internally-Driven Target Selection: a preliminary study

  Pereira, J., Sburlea, A. I. & Müller-Putz, G., 2017, Proceedings of the 7th Graz Brain-Computer Interface Conference 2017 From Vision to Reality. Graz: Verlag der Technischen Universität Graz, S. 400-405

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

• Event-Related Potentials in Externally and Internally-Driven Target-Selection: a preliminary study

  Pereira, J., Sburlea, A. I. & Müller-Putz, G., 2017.

  Publikation: Konferenzbeitrag › Poster › Begutachtung

• Externally and internally-driven target selection: cue and response-locked EEG

  Pereira, J., Sburlea, A. I. & Müller-Putz, G., 2017.

  Publikation: Konferenzbeitrag › Poster

• Towards non-invasive decoding of cortical patterns induced by goal directed movement intentions and artificial sensory feedback in humans

  Müller-Putz, G., Pereira, J., Kobler, R., Lopes-Dias, C., Hehenberger, L. & Sburlea, A. I., 12 Nov. 2017. 1 S.

  Publikation: Konferenzbeitrag › Poster › Begutachtung

• Towards non-invasive EEG-based arm/handcontrol in users with spinal cord injury

  Müller-Putz, G., Ofner, P., Schwarz, A., Pereira, J., Pinegger, A., Lopes-Dias, C., Hehenberger, L., Kobler, R. & Sburlea, A. I., 2017, 5th International Winter Conference on Brain-Computer Interfaces.

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

• 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, S. e0182578

  Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

  Open Access

  • Somatosensory Cortex 100%
  • Primary Motor Cortex 100%
  • Posterior Parietal Cortex 100%

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

  Huggins, J. E., Guger, C., Ziat, M., Zander, T. O., Taylor, D., Tangermann, M., Soria-Frisch, A., Simeral, J., Scherer, R., Rupp, R., Ruffini, G., Robinson, D. K. R., Ramsey, N. F., Nijholt, A., Müller-Putz, G., McFarland, D. J., Mattia, D., Lance, B. J., Kindermans, P. J., Iturrate, I., &10 mehrHerff, C., Gupta, D., Do, A. H., Collinger, J. L., Chavarriaga, R., Chase, S. M., Bleichner, M. G., Batista, A., Anderson, C. W. & Aarnoutse, E. J., 3 Apr. 2017, in: Brain-Computer Interfaces. 4, 1-2, S. 3-36 34 S.

  Publikation: Beitrag in einer Fachzeitschrift › Artikel › Begutachtung

  Open Access

  • Research 100%
  • Physical Disease 100%
  • Application 50%
  • Supports 25%
  • Brain-Computer Interface 25%
• 2016

  Movements of the same upper limb can be classified from low-frequency time-domain EEG signals

  Ofner, P., Schwarz, A., Pereira, J. & Müller-Putz, G., 2016.

  Publikation: Konferenzbeitrag › Poster