Reinmar J. Kobler

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Symmetric Positive Definite

Spinal Cord Injury

Top Venues

Publications

Ce Ju, Reinmar J. Kobler, Liyao Tang, Cuntai Guan, Motoaki Kawanabe
Deep Geodesic Canonical Correlation Analysis for Covariance-Based Neuroimaging Data. ICLR (2024)
Reinmar J. Kobler, Jun-ichiro Hirayama, Motoaki Kawanabe
Controlling The Fréchet Variance Improves Batch Normalization on the Symmetric Positive Definite Manifold. ICASSP (2022)
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)
Reinmar J. Kobler, Jun-ichiro Hirayama, Qibin Zhao, Motoaki Kawanabe
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG. CoRR (2022)
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)
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 (2021)
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)
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 (2020)
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) (2020)
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 (2020)
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)
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)
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)
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)
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)
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)
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)