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Reinmar Kobler

BSc, Dipl.-Ing.

20162020
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Research Output 2016 2020

2020

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.

Research output: Contribution to journalArticleResearchpeer-review

Learning systems
Brain
Parietal Lobe
Population
Robotic arms
2019

Artificial somatosensory kinaesthetic feedback of arm movements

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

Research output: Contribution to conferenceAbstractResearchpeer-review

Feedback
Afferent Pathways
Efferent Pathways
Scapula
Sensory 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., 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

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

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

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

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, The 6th International Winter Conference on Brain-Computer Interface. p. 65-68 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearch

Open Access
Electroencephalography
Functional Neuroimaging
Motor Cortex
Healthy Volunteers
Brain
2017

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

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

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

Open Access
Eye movements
Electroencephalography
Brain
Experiments
Processing

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

Estimating movement parameters from EEG during a continuous tracking task

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

Research output: Contribution to conferencePosterResearch

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, M. C., Hehenberger, L., Kobler, R. & Sburlea, A. I., 2017, 5th International Winter Conference on Brain-Computer Interfaces.

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

2016

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

Restricted Boltzmann Machines in Sensory Motor Rhythm Brain-Computer Interfacing: A Study on Inter-Subject Transfer and Co-Adaptation

Kobler, R. & Scherer, R., 2016, Systems, Man, and Cybernetics (SMC), 2016 IEEE International Conference on . p. 000469 - 000474

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

Open Access
Brain
Brain-Computer Interfaces
Imagery (Psychotherapy)
Artifacts
Calibration

Skipping BCI calibration: fundamental investigations on Restricted Boltzmann Machines

Kobler, R., Scherer, R. & Müller-Putz, G., 1 Jun 2016.

Research output: Contribution to conferencePosterResearch

Skipping BCI calibration: fundamental investigations on Restricted Boltzmann Machines

Kobler, R., Müller-Putz, G. & Scherer, R., 2016, Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future. Verlag der Technischen Universität Graz, p. 157

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

Open Access