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

Publications

Peer reviewed articles (10)

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

Workshops of the Sixth International Brain–Computer Interface Meeting: brain–computer interfaces past, present, and future

Author(s): Jane E. Huggins, Christoph Guger, Mounia Ziat, Thorsten O. Zander, Denise Taylor, Michael Tangermann, Aureli Soria-Frisch, John Simeral, Reinhold Scherer, Rüdiger Rupp, Giulio Ruffini, Douglas K. R. Robinson, Nick F. Ramsey, Anton Nijholt, Gernot Müller-Putz, Dennis J. McFarland, Donatella Mattia, Brent J. Lance, Pieter-Jan Kindermans, Iñaki Iturrate, Christian Herff, Disha Gupta, An H. Do, Jen
Published in: Brain-Computer Interfaces, Issue 4/1-2, 2017, Page(s) 3-36, ISSN 2326-263X
DOI: 10.1080/2326263X.2016.1275488

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

Conference proceedings (7)

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

Book chapters (1)

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