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 | 81 | 2020 |
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 | 56 | 2022 |
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 | 54 | 2019 |
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 | 53 | 2018 |
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 | 47 | 2020 |
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 | 42 | 2020 |
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 | 34 | 2020 |
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 | 34 | 2016 |
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 | 29 | 2019 |
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 | 29 | 2017 |
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 | 29 | 2016 |
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 | 25 | 2021 |
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 | 24 | 2017 |
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 | 20 | 2020 |
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 | 19 | 2021 |
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 | 19 | 2017 |
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 | 17 | 2020 |
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 | 16 | 2022 |
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 | 12 | 2021 |
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 | 12 | 2019 |