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ORCIDReinmar J. Kobler
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Journal Articles
- 2020
[j3]Reinmar J. Kobler
, Andreea Ioana Sburlea, Catarina Lopes Dias, Andreas Schwarz, Masayuki Hirata, Gernot R. Müller-Putz:
Corneo-retinal-dipole and eyelid-related eye artifacts can be corrected offline and online in electroencephalographic and magnetoencephalographic signals. NeuroImage 218: 117000 (2020)- [j2]Reinmar J. Kobler, Elizaveta Kolesnichenko, Andreea Ioana Sburlea, Gernot R. Müller-Putz:
Distinct cortical networks for hand movement initiation and directional processing: An EEG study. NeuroImage 220: 117076 (2020) - [j1]Andreas Schwarz, Joana Pereira, Reinmar J. Kobler, Gernot R. Müller-Putz:
Unimanual and Bimanual Reach-and-Grasp Actions Can Be Decoded From Human EEG. IEEE Trans. Biomed. Eng. 67(6): 1684-1695 (2020)
Conference and Workshop Papers
- 2024
- [c14]Shanglin Li, Motoaki Kawanabe, Reinmar J. Kobler:
Geometric Deep Learning to Enhance Imbalanced Domain Adaptation in EEG. ESANN 2024 - [c13]Ce Ju, Reinmar J. Kobler, Liyao Tang, Cuntai Guan, Motoaki Kawanabe:
Deep Geodesic Canonical Correlation Analysis for Covariance-Based Neuroimaging Data. ICLR 2024 - 2023
- [c12]Ce Ju, Reinmar Josef Kobler, Cuntai Guan:
Score-Based Data Generation for EEG Spatial Covariance Matrices: Towards Boosting BCI Performance. EMBC 2023: 1-7 - 2022
- [c11]Reinmar J. Kobler, Jun-ichiro Hirayama, Motoaki Kawanabe:
Controlling The Fréchet Variance Improves Batch Normalization on the Symmetric Positive Definite Manifold. ICASSP 2022: 3863-3867 - [c10]Reinmar J. Kobler, Jun-ichiro Hirayama, Qibin Zhao, Motoaki Kawanabe:
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG. NeurIPS 2022 - 2021
- [c9]Reinmar J. Kobler, Junichiro Hirayama, Lea Hehenberger, Catarina Lopes Dias, Gernot R. Müller-Putz, Motoaki Kawanabe:
On the interpretation of linear Riemannian tangent space model parameters in M/EEG. EMBC 2021: 5909-5913 - [c8]Gernot R. Müller-Putz, Valeria Mondini, Víctor Martínez-Cagigal, Reinmar J. Kobler, Joana Pereira, Catarina Lopes Dias, Lea Hehenberger, Andreea Ioana Sburlea:
Decoding of continuous movement attempt in 2-dimensions from non-invasive low frequency brain signals. NER 2021: 322-325 - 2020
- [c7]Víctor Martínez-Cagigal, Reinmar J. Kobler, Valeria Mondini, Roberto Hornero, Gernot R. Müller-Putz:
Non-linear online low-frequency EEG decoding of arm movements during a pursuit tracking task. EMBC 2020: 2981-2985 - 2019
- [c6]Reinmar J. Kobler, Andreea Ioana Sburlea, Valeria Mondini, Gernot R. Müller-Putz:
HEAR to remove pops and drifts: the high-variance electrode artifact removal (HEAR) algorithm. EMBC 2019: 5150-5155 - [c5]Reinmar J. Kobler, Masayuki Hirata, Hiroaki Hashimoto, Ryosuke Dowaki, Andreea Ioana Sburlea, Gernot R. Müller-Putz:
Simultaneous decoding of velocity and speed during executed and observed tracking movements: an MEG study. GBCIC 2019 - 2018
- [c4]Gernot R. Müller-Putz, Joana Pereira, Patrick Ofner, Andreas Schwarz, Catarina Lopes Dias, Reinmar J. Kobler, Lea Hehenberger, Andreas Pinegger, Andreea Ioana Sburlea:
Towards non-invasive brain-computer interface for hand/arm control in users with spinal cord injury. BCI 2018: 1-4 - 2017
- [c3]Gernot R. Müller-Putz, Patrick Ofner, Andreas Schwarz, Joana Pereira, Andreas Pinegger, Catarina Lopes Dias, Lea Hehenberger, Reinmar J. Kobler, Andreea Ioana Sburlea:
Towards non-invasive EEG-based arm/hand-control in users with spinal cord injury. BCI 2017: 63-65 - [c2]Reinmar J. Kobler, Andreea Ioana Sburlea, Gernot R. Müller-Putz:
A Comparison of ocular Artifact removal Methods for Block Design based Electroencephalography Experiments. GBCIC 2017 - 2016
- [c1]Reinmar J. Kobler, Reinhold Scherer:
Restricted Boltzmann Machines in Sensory Motor Rhythm Brain-Computer Interfacing: A study on inter-subject transfer and co-adaptation. SMC 2016: 469-474
Informal and Other Publications
- 2024
- [i3]Shanglin Li, Motoaki Kawanabe, Reinmar J. Kobler:
SPDIM: Source-Free Unsupervised Conditional and Label Shift Adaptation in EEG. CoRR abs/2411.07249 (2024) - 2022
- [i2]Reinmar J. Kobler, Jun-ichiro Hirayama, Qibin Zhao, Motoaki Kawanabe:
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG. CoRR abs/2206.01323 (2022) - 2021
- [i1]Reinmar J. Kobler, Junichiro Hirayama, Lea Hehenberger, Catarina Lopes Dias, Gernot R. Müller-Putz, Motoaki Kawanabe:
On the interpretation of linear Riemannian tangent space model parameters in M/EEG. CoRR abs/2107.14398 (2021)
Coauthor Index
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