Reinmar J. Kobler

According to our database, Reinmar J. Kobler authored at least 16 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Deep Geodesic Canonical Correlation Analysis for Covariance-Based Neuroimaging Data.

Ce Ju, Reinmar J. Kobler, Liyao Tang, Cuntai Guan, Motoaki Kawanabe

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Score-Based Data Generation for EEG Spatial Covariance Matrices: Towards Boosting BCI Performance.

Ce Ju, Reinmar Josef Kobler, Cuntai Guan

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG.

Reinmar J. Kobler, Jun-ichiro Hirayama, Qibin Zhao, Motoaki Kawanabe

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Controlling The Fréchet Variance Improves Batch Normalization on the Symmetric Positive Definite Manifold.

Reinmar J. Kobler, Jun-ichiro Hirayama, Motoaki Kawanabe

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Decoding of continuous movement attempt in 2-dimensions from non-invasive low frequency brain signals.

Gernot R. Müller-Putz, Valeria Mondini, Víctor Martínez-Cagigal, Reinmar J. Kobler, Joana Pereira, Catarina Lopes Dias, Lea Hehenberger, Andreea Ioana Sburlea

Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021

On the interpretation of linear Riemannian tangent space model parameters in M/EEG.

Reinmar J. Kobler, Junichiro Hirayama, Lea Hehenberger, Catarina Lopes Dias, Gernot R. Müller-Putz, Motoaki Kawanabe

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Unimanual and Bimanual Reach-and-Grasp Actions Can Be Decoded From Human EEG.

Andreas Schwarz, Joana Pereira, Reinmar J. Kobler, Gernot R. Müller-Putz

IEEE Trans. Biomed. Eng., 2020

Corneo-retinal-dipole and eyelid-related eye artifacts can be corrected offline and online in electroencephalographic and magnetoencephalographic signals.

Reinmar J. Kobler, Andreea Ioana Sburlea, Catarina Lopes Dias, Andreas Schwarz, Masayuki Hirata, Gernot R. Müller-Putz

NeuroImage, 2020

Distinct cortical networks for hand movement initiation and directional processing: An EEG study.

Reinmar J. Kobler, Elizaveta Kolesnichenko, Andreea Ioana Sburlea, Gernot R. Müller-Putz

NeuroImage, 2020

Non-linear online low-frequency EEG decoding of arm movements during a pursuit tracking task.

Víctor Martínez-Cagigal, Reinmar J. Kobler, Valeria Mondini, Roberto Hornero, Gernot R. Müller-Putz

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Simultaneous decoding of velocity and speed during executed and observed tracking movements: an MEG study.

Reinmar J. Kobler, Masayuki Hirata, Hiroaki Hashimoto, Ryosuke Dowaki, Andreea Ioana Sburlea, Gernot R. Müller-Putz

Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

HEAR to remove pops and drifts: the high-variance electrode artifact removal (HEAR) algorithm.

Reinmar J. Kobler, Andreea Ioana Sburlea, Valeria Mondini, Gernot R. Müller-Putz

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Towards non-invasive brain-computer interface for hand/arm control in users with spinal cord injury.

Gernot R. Müller-Putz, Joana Pereira, Patrick Ofner, Andreas Schwarz, Catarina Lopes Dias, Reinmar J. Kobler, Lea Hehenberger, Andreas Pinegger, Andreea Ioana Sburlea

Proceedings of the 6th International Conference on Brain-Computer Interface, 2018

2017

A Comparison of ocular Artifact removal Methods for Block Design based Electroencephalography Experiments.

Reinmar J. Kobler, Andreea Ioana Sburlea, Gernot R. Müller-Putz

Proceedings of the From Vision to Reality, 2017

Towards non-invasive EEG-based arm/hand-control in users with spinal cord injury.

Gernot R. Müller-Putz, Patrick Ofner, Andreas Schwarz, Joana Pereira, Andreas Pinegger, Catarina Lopes Dias, Lea Hehenberger, Reinmar J. Kobler, Andreea Ioana Sburlea

Proceedings of the 5th International Winter Conference on Brain-Computer Interface, 2017

2016

Restricted Boltzmann Machines in Sensory Motor Rhythm Brain-Computer Interfacing: A study on inter-subject transfer and co-adaptation.

Reinmar J. Kobler, Reinhold Scherer

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016