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Reinmar Kobler
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Continuous low-frequency EEG decoding of arm movement for closed-loop, natural control of a robotic arm
V Mondini, RJ Kobler, AI Sburlea, GR Müller-Putz
Journal of Neural Engineering 17 (4), 046031, 2020
812020
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG
R Kobler, J Hirayama, Q Zhao, M Kawanabe
Advances in Neural Information Processing Systems 35, 6219-6235, 2022
562022
Unimanual and bimanual reach-and-grasp actions can be decoded from human EEG
A Schwarz, J Pereira, R Kobler, GR Müller-Putz
IEEE transactions on biomedical engineering 67 (6), 1684-1695, 2019
542019
Tuning characteristics of low-frequency EEG to positions and velocities in visuomotor and oculomotor tracking tasks
RJ Kobler, AI Sburlea, GR Müller-Putz
Scientific reports 8 (1), 17713, 2018
532018
Corneo-retinal-dipole and eyelid-related eye artifacts can be corrected offline and online in electroencephalographic and magnetoencephalographic signals
RJ Kobler, AI Sburlea, C Lopes-Dias, A Schwarz, M Hirata, ...
NeuroImage 218, 117000, 2020
472020
Distinct cortical networks for hand movement initiation and directional processing: an EEG study
RJ Kobler, E Kolesnichenko, AI Sburlea, GR Müller-Putz
NeuroImage 220, 117076, 2020
422020
Distance-and speed-informed kinematics decoding improves M/EEG based upper-limb movement decoder accuracy
RJ Kobler, AI Sburlea, V Mondini, M Hirata, GR Müller-Putz
Journal of Neural Engineering 17 (5), 056027, 2020
342020
On similarities and differences of invasive and non-invasive electrical brain signals in brain-computer interfacing
D Steyrl, R Kobler, G Müller-Putz
Journal of biomedical science and engineering 9 (8), 393-398, 2016
342016
HEAR to remove pops and drifts: the high-variance electrode artifact removal (HEAR) algorithm
RJ Kobler, AI Sburlea, V Mondini, GR Müller-Putz
2019 41st annual international conference of the IEEE engineering in …, 2019
292019
A COMPARISON OF OCULAR ARTIFACT REMOVAL METHODS FOR BLOCK DESIGN BASED ELECTROENCEPHALOGRAPHY EXPERIMENTS
RJ Kobler, AI Sburlea, GR Müller-Putz
Proceedings of the 7th Graz Brain-Computer Interface Conference, 236-241, 2017
292017
Restricted Boltzmann machines in sensory motor rhythm brain-computer interfacing: a study on inter-subject transfer and co-adaptation
RJ Kobler, R Scherer
2016 IEEE international conference on systems, man, and cybernetics (SMC …, 2016
292016
Long-term mutual training for the CYBATHLON BCI race with a tetraplegic pilot: a case study on inter-session transfer and intra-session adaptation
L Hehenberger, RJ Kobler, C Lopes-Dias, N Srisrisawang, P Tumfart, ...
Frontiers in Human Neuroscience 15, 635777, 2021
252021
Cybathlon experiences of the Graz BCI racing team Mirage91 in the brain-computer interface discipline
K Statthaler, A Schwarz, D Steyrl, R Kobler, MK Höller, J Brandstetter, ...
Journal of neuroengineering and rehabilitation 14, 1-16, 2017
242017
Non-linear online low-frequency EEG decoding of arm movements during a pursuit tracking task
V Martínez-Cagigal, RJ Kobler, V Mondini, R Hornero, GR Muller-Putz
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
202020
Online detection of movement during natural and self-initiated reach-and-grasp actions from EEG signals
J Pereira, R Kobler, P Ofner, A Schwarz, GR Müller-Putz
Journal of Neural Engineering 18 (4), 046095, 2021
192021
Towards non-invasive EEG-based arm/hand-control in users with spinal cord injury
GR Müller-Putz, P Ofner, A Schwarz, J Pereira, A Pinegger, CL Dias, ...
2017 5th International Winter Conference on Brain-Computer Interface (BCI …, 2017
192017
Using machine learning to reveal the population vector from EEG signals
RJ Kobler, I Almeida, AI Sburlea, GR Müller-Putz
Journal of Neural Engineering 17 (2), 026002, 2020
172020
Feel your reach: An EEG-based framework to continuously detect goal-directed movements and error processing to gate kinesthetic feedback informed artificial arm control
GR Müller-Putz, RJ Kobler, J Pereira, C Lopes-Dias, L Hehenberger, ...
Frontiers in Human Neuroscience 16, 841312, 2022
162022
On the interpretation of linear Riemannian tangent space model parameters in M/EEG
RJ Kobler, JI Hirayama, L Hehenberger, C Lopes-Dias, GR Müller-Putz, ...
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
122021
Simultaneous decoding of velocity and speed during executed and observed tracking movements: an MEG study
RJ Kobler, M Hirata, H Hashimoto, R Dowaki, AI Sburlea, GR Müller-Putz
8th Graz Brain-Computer Interface Conference 2019, 2019
122019
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