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Non-invasive decoding of cortical patterns induced by goal directed movement intentions and artificial sensory feedback in humans

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Publications

Upper limb movements can be decoded from the time-domain of low-frequency EEG

Author(s): Patrick Ofner, Andreas Schwarz, Joana Pereira, Gernot R. Müller-Putz
Published in: PLOS ONE, Issue 12/8, 2017, Page(s) e0182578, ISSN 1932-6203
DOI: 10.1371/journal.pone.0182578

Online Reduction of Artifacts in EEG of Simultaneous EEG-fMRI Using Reference Layer Adaptive Filtering (RLAF)

Author(s): David Steyrl, Gunther Krausz, Karl Koschutnig, Günter Edlinger, Gernot R. Müller-Putz
Published in: Brain Topography, Issue 31/1, 2018, Page(s) 129-149, ISSN 0896-0267
DOI: 10.1007/s10548-017-0606-7

Cybathlon experiences of the Graz BCI racing team Mirage91 in the brain-computer interface discipline

Author(s): Karina Statthaler, Andreas Schwarz, David Steyrl, Reinmar Kobler, Maria Katharina Höller, Julia Brandstetter, Lea Hehenberger, Marvin Bigga, Gernot Müller-Putz
Published in: Journal of NeuroEngineering and Rehabilitation, Issue 14/1, 2017, ISSN 1743-0003
DOI: 10.1186/s12984-017-0344-9

Tuning characteristics of low-frequency EEG to positions and velocities in visuomotor and oculomotor tracking tasks

Author(s): Reinmar J. Kobler, Andreea I. Sburlea, Gernot R. Müller-Putz
Published in: Scientific Reports, Issue 8/1, 2018, ISSN 2045-2322
DOI: 10.1038/s41598-018-36326-y

EEG patterns of self-paced movement imaginations towards externally-cued and internally-selected targets

Author(s): Joana Pereira, Andreea Ioana Sburlea, Gernot R. Müller-Putz
Published in: Scientific Reports, Issue 8/1, 2018, ISSN 2045-2322
DOI: 10.1038/s41598-018-31673-2

Exploring representations of human grasping in neural, muscle and kinematic signals

Author(s): Andreea I. Sburlea, Gernot R. Müller-Putz
Published in: Scientific Reports, Issue 8/1, 2018, ISSN 2045-2322
DOI: 10.1038/s41598-018-35018-x

Masked and unmasked error-related potentials during continuous control and feedback

Author(s): Catarina Lopes Dias, Andreea I Sburlea, Gernot R Müller-Putz
Published in: Journal of Neural Engineering, Issue 15/3, 2018, Page(s) 036031, ISSN 1741-2560
DOI: 10.1088/1741-2552/aab806

Decoding natural reach-and-grasp actions from human EEG

Author(s): Andreas Schwarz, Patrick Ofner, Joana Pereira, Andreea Ioana Sburlea, Gernot R Müller-Putz
Published in: Journal of Neural Engineering, Issue 15/1, 2018, Page(s) 016005, ISSN 1741-2560
DOI: 10.1088/1741-2552/aa8911

EEG neural correlates of goal-directed movement intention

Author(s): Joana Pereira, Patrick Ofner, Andreas Schwarz, Andreea Ioana Sburlea, Gernot R. Müller-Putz
Published in: NeuroImage, Issue 149, 2017, Page(s) 129-140, ISSN 1053-8119
DOI: 10.1016/j.neuroimage.2017.01.030

Movements of the same upper limb can be classified from low-frequency time-domain EEG signals

Author(s): Patrick Ofner; Andreas Schwarz; Joana Pereira; Müller-Putz, Gernot R.
Published in: Proceedings of the 6th Brain-Computer Interface Meeting, Issue 1, 2016
DOI: 10.3217/978-3-85125-467-9-69

Time domain classification of grasp and hold tasks

Author(s): Andreas Schwarz; Patrick Ofner; Joana Pereira; Müller-Putz, Gernot R.
Published in: Proceedings of the 6th Brain-Computer Interface Meeting, Issue 1, 2016
DOI: 10.3217/978-3-85125-467-9-76

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

Author(s): Gernot R. Muller-Putz, Patrick Ofner, Andreas Schwarz, Joana Pereira, Andreas Pinegger, Catarina Lopes Dias, Lea Hehenberger, Reinmar Kobler, Andreea Ioana Sburlea
Published in: 2017 5th International Winter Conference on Brain-Computer Interface (BCI), 2017, Page(s) 63-65
DOI: 10.1109/iww-bci.2017.7858160

A COMPARISON OF OCULAR ARTIFACT REMOVAL METHODS FOR BLOCK DESIGN BASED ELECTROENCEPHALOGRAPHY EXPERIMENTS

Author(s): R.J. Kobler, A.I. Sburlea, and G.R. Müller-Putz
Published in: 7th Graz Brain-Computer Interface Conference, 2017
DOI: 10.3217/978-3-85125-533-1-44

Error-related potentials with masked and unmasked onset during continuous control and feedback

Author(s): Catarina Lopes-Dias, Andreea Ioana Sburlea, and Gernot Müller-Putz
Published in: 7th Graz Brain-Computer Interface Conference, 2017
DOI: 10.3217/978-3-85125-533-1-52

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

Author(s): Gernot R. Muller-Putz, Joana Pereira, Patrick Ofner, Andreas Schwarz, Catarina Lopes Dias, Reinmar J. Kobler, Lea Hehenberger, Andreas Pinegger, Andreea I. Sburlea
Published in: 2018 6th International Conference on Brain-Computer Interface (BCI), 2018, Page(s) 1-4
DOI: 10.1109/iww-bci.2018.8311498

Discriminating goal-directed from nongoal-directed movements and its potential impact for BCI control

Author(s): J. Pereira, P. Ofner, A. Schwarz, G. R. Müller-Putz
Published in: Proceedings of the 6th International Brain-Computer Interface Meeting, 2016, Page(s) 67
DOI: 10.3217/978-3-85125-467-9-67

From classic motor imagery to complex movement intention decoding: The noninvasive Graz-BCI approach

Author(s): G.R. Müller-Putz, A. Schwarz, J. Pereira, P. Ofner
Published in: Progress in Brain Research, 2016
DOI: 10.1016/bs.pbr.2016.04.017