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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
612020
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
442019
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
442018
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
332020
On similarities and differences of invasive and non-invasive electrical brain signals in brain-computer interfacing
D Steyrl, RJ Kobler, GR Müller-Putz
Journal of biomedical science and engineering 9 (08), 393, 2016
312016
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
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
282020
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
272022
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
252020
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
252019
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), 1-16, 2017
252017
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
232017
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, 70, 2021
212021
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
182017
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
162020
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
142022
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
132020
Towards non-invasive brain-computer interface for hand/arm control in users with spinal cord injury
GR Müller-Putz, J Pereira, P Ofner, A Schwarz, CL Dias, RJ Kobler, ...
2018 6th International Conference on Brain-Computer Interface (BCI), 1-4, 2018
122018
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
112021
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
102019
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