Reinmar J. Kobler

22 papers A* 3B 2Misc 1Journal 8Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
SPD Learn: A Geometric Deep Learning Python Library for Neural Decoding Through Trivialization.
CoRR
Bruno Aristimunha, Ce Ju, Antoine Collas, Florent Bouchard, Ammar Mian, Bertrand Thirion, Sylvain Chevallier, Reinmar J. Kobler
2025 J jnl
SPD Learning for Covariance-Based Neuroimaging Analysis: Perspectives, Methods, and Challenges.
CoRR
Ce Ju, Reinmar J. Kobler, Antoine Collas, Motoaki Kawanabe, Cuntai Guan, Bertrand Thirion
2025 A* conf
SPDIM: Source-Free Unsupervised Conditional and Label Shift Adaptation in EEG.
ICLR
Shanglin Li, Motoaki Kawanabe, Reinmar J. Kobler
2024 A* conf
Deep Geodesic Canonical Correlation Analysis for Covariance-Based Neuroimaging Data.
ICLR
Ce Ju, Reinmar J. Kobler, Liyao Tang, Cuntai Guan, Motoaki Kawanabe
2024 B conf
Geometric Deep Learning to Enhance Imbalanced Domain Adaptation in EEG.
ESANN
Shanglin Li, Motoaki Kawanabe, Reinmar J. Kobler
2024 J jnl
SPDIM: Source-Free Unsupervised Conditional and Label Shift Adaptation in EEG.
CoRR
Shanglin Li, Motoaki Kawanabe, Reinmar J. Kobler
2022 Misc conf
Controlling The Fréchet Variance Improves Batch Normalization on the Symmetric Positive Definite Manifold.
ICASSP
Reinmar J. Kobler, Jun-ichiro Hirayama, Motoaki Kawanabe
2022 A* conf
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG.
NeurIPS
Reinmar J. Kobler, Jun-ichiro Hirayama, Qibin Zhao, Motoaki Kawanabe
2022 J jnl
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG.
CoRR
Reinmar J. Kobler, Jun-ichiro Hirayama, Qibin Zhao, Motoaki Kawanabe
2021 — conf
Decoding of continuous movement attempt in 2-dimensions from non-invasive low frequency brain signals.
NER
Gernot R. Müller-Putz, Valeria Mondini, Víctor Martínez-Cagigal, Reinmar J. Kobler, Joana Pereira, Catarina Lopes Dias, Lea Hehenberger, Andreea Ioana Sburlea
2021 — conf
On the interpretation of linear Riemannian tangent space model parameters in M/EEG.
EMBC
Reinmar J. Kobler, Junichiro Hirayama, Lea Hehenberger, Catarina Lopes Dias, Gernot R. Müller-Putz, Motoaki Kawanabe
2021 J jnl
On the interpretation of linear Riemannian tangent space model parameters in M/EEG.
CoRR
Reinmar J. Kobler, Junichiro Hirayama, Lea Hehenberger, Catarina Lopes Dias, Gernot R. Müller-Putz, Motoaki Kawanabe
2020 J jnl
Corneo-retinal-dipole and eyelid-related eye artifacts can be corrected offline and online in electroencephalographic and magnetoencephalographic signals.
NeuroImage
Reinmar J. Kobler, Andreea Ioana Sburlea, Catarina Lopes Dias, Andreas Schwarz, Masayuki Hirata, Gernot R. Müller-Putz
2020 J jnl
Distinct cortical networks for hand movement initiation and directional processing: An EEG study.
NeuroImage
Reinmar J. Kobler, Elizaveta Kolesnichenko, Andreea Ioana Sburlea, Gernot R. Müller-Putz
2020 — conf
Non-linear online low-frequency EEG decoding of arm movements during a pursuit tracking task.
EMBC
Víctor Martínez-Cagigal, Reinmar J. Kobler, Valeria Mondini, Roberto Hornero, Gernot R. Müller-Putz
2020 J jnl
Unimanual and Bimanual Reach-and-Grasp Actions Can Be Decoded From Human EEG.
IEEE Trans. Biomed. Eng.
Andreas Schwarz, Joana Pereira, Reinmar J. Kobler, Gernot R. Müller-Putz
2019 — conf
HEAR to remove pops and drifts: the high-variance electrode artifact removal (HEAR) algorithm.
EMBC
Reinmar J. Kobler, Andreea Ioana Sburlea, Valeria Mondini, Gernot R. Müller-Putz
2019 — conf
Simultaneous decoding of velocity and speed during executed and observed tracking movements: an MEG study.
GBCIC
Reinmar J. Kobler, Masayuki Hirata, Hiroaki Hashimoto, Ryosuke Dowaki, Andreea Ioana Sburlea, Gernot R. Müller-Putz
2018 — conf
Towards non-invasive brain-computer interface for hand/arm control in users with spinal cord injury.
BCI
Gernot R. Müller-Putz, Joana Pereira, Patrick Ofner, Andreas Schwarz, Catarina Lopes Dias, Reinmar J. Kobler, Lea Hehenberger, Andreas Pinegger, Andreea Ioana Sburlea
2017 — conf
A Comparison of ocular Artifact removal Methods for Block Design based Electroencephalography Experiments.
GBCIC
Reinmar J. Kobler, Andreea Ioana Sburlea, Gernot R. Müller-Putz
2017 — conf
Towards non-invasive EEG-based arm/hand-control in users with spinal cord injury.
BCI
Gernot R. Müller-Putz, Patrick Ofner, Andreas Schwarz, Joana Pereira, Andreas Pinegger, Catarina Lopes Dias, Lea Hehenberger, Reinmar J. Kobler, Andreea Ioana Sburlea
2016 B conf
Restricted Boltzmann Machines in Sensory Motor Rhythm Brain-Computer Interfacing: A study on inter-subject transfer and co-adaptation.
SMC
Reinmar J. Kobler, Reinhold Scherer