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Restoration of upper limb function in individuals with high spinal cord injury by multimodal neuroprostheses for interaction in daily activities

Resultado final

Review of sensors and integrated displays for the interactive environments

Report on suitable sensing solutions and environment augmentations

Shared control evaluation

Report on evaluation of shared control with environmental augmentation and multi-level control strategies.

Registration and Matchmaking Platform I

The first prototype of the registration and matchmaking platform that enables users to register and get information about MoreGrasp

Registration and Matchmaking Platform II

The final version of the registration and matchmaking platform with results from the evaluations integrated.

Publicaciones

Gesture Typing on Virtual Tabletop - Effect of Input Dimensions on Performance

Autores: Antoine Loriette, Roderick Murray-Smith, Sebastian Stein, John Williamson
Publicado en: Proceedings of the Interactive Surfaces and Spaces on ZZZ - ISS '17, 2017, Página(s) 330-335, ISBN 9781-450346917
Editor: ACM Press
DOI: 10.1145/3132272.3135074

Personalising vibrotactile displays through perceptual sensitivity adjustment

Autores: Granit Luzhnica, Sebastian Stein, Eduardo Veas, Viktoria Pammer, John Williamson, Roderick Murray Smith
Publicado en: Proceedings of the 2017 ACM International Symposium on Wearable Computers - ISWC '17, 2017, Página(s) 66-73, ISBN 9781-450351881
Editor: ACM Press
DOI: 10.1145/3123021.3123029

Movement target decoding from EEG and the corresponding discriminative sources: A preliminary study

Autores: Patrick Ofner, Gernot R. Muller-Putz
Publicado en: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, Página(s) 1468-1471, ISBN 978-1-4244-9271-8
Editor: IEEE
DOI: 10.1109/EMBC.2015.7318647

Goal-directed or aimless? EEG differences during the preparation of a reach-and-touch task

Autores: Joana Pereira, Patrick Ofner, Gernot R. Muller-Putz
Publicado en: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, Página(s) 1488-1491, ISBN 978-1-4244-9271-8
Editor: IEEE
DOI: 10.1109/EMBC.2015.7318652

Improved estimates of BCI accuracy with hierarchical Bayesian models

Autores: Filip Melinscak, Luis Montesano and Javier Minguez
Publicado en: Proceedings of the 6th International Brain-Computer Interface Meeting, Edición May 2016, 2016, Página(s) 1
Editor: Verlag der Technischen Universität Graz
DOI: 10.3217/978-3-85125-467-9-150

Moregrasp: Restoration of Upper Limb Function in Individuals with High Spinal Cord Injury by Multimodal Neuroprostheses for Interaction in Daily Activities

Autores: Müller-Putz, G.R.; Ofner, P.; Schwarz, A.; Pereira, J.; Luzhnica, G.; di Sciascio, C.; Veas, E.; Stein, S.; Williamson, J.; Murray-Smith, R.; Escolano, C.; Montesano, L.; Hessing, B.; Schneiders, M.; Rupp, R.
Publicado en: 2311-0422, Edición 1, 2018
Editor: Verlag der TU Graz
DOI: 10.3217/978-3-85125-533-1-62

Stratified, computational interaction via machine learning

Autores: Roderick Murray-Smith
Publicado en: The Eighteenth Yale Workshop on Adaptive and Learning Systems, Ed. K. Narendra, Yale, June 21-23rd, 2017, 2017
Editor: Yale University

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

Autores: Andreas Schwarz; Joana Pereira; Patrick Ofner; Müller-Putz, Gernot R.
Publicado en: Edición 2, 2016
Editor: Verlag der TU Graz, Graz University of Technology,
DOI: 10.3217/978-3-85125-467-9-69

Time domain classification of grasp and hold tasks

Autores: Patrick Ofner; Andreas Schwarz; Joana Pereira; Müller-Putz, Gernot R.
Publicado en: Edición 2, 2016
Editor: Verlag der TU Graz, Graz University of Technology,
DOI: 10.3217/978-3-85125-467-9-76

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

Autores: Patrick Ofner; Andreas Schwarz; Joana Pereira; Müller-Putz, Gernot R.
Publicado en: Edición 2, 2016
Editor: Verlag der TU Graz, Graz University of Technology,
DOI: 10.3217/978-3-85125-467-9-67

Control Theoretic Models of Pointing

Autores: Jörg Müller, Antti Oulasvirta, Roderick Murray-Smith
Publicado en: ACM Transactions on Computer-Human Interaction, Edición 24/4, 2017, Página(s) 1-36, ISSN 1073-0516
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3121431

Beyond p-values in the evaluation of brain–computer interfaces: A Bayesian estimation approach

Autores: Filip Melinscak, Luis Montesano
Publicado en: Journal of Neuroscience Methods, Edición 270, 2016, Página(s) 30-45, ISSN 0165-0270
Editor: Elsevier BV
DOI: 10.1016/j.jneumeth.2016.06.008

EEG neural correlates of goal-directed movement intention

Autores: Joana Pereira, Patrick Ofner, Andreas Schwarz, Andreea Ioana Sburlea, Gernot R. Müller-Putz
Publicado en: NeuroImage, Edición 149, 2017, Página(s) 129-140, ISSN 1053-8119
Editor: Academic Press
DOI: 10.1016/j.neuroimage.2017.01.030

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

Autores: Karina Statthaler, Andreas Schwarz, David Steyrl, Reinmar Kobler, Maria Katharina Höller, Julia Brandstetter, Lea Hehenberger, Marvin Bigga, Gernot Müller-Putz
Publicado en: Journal of NeuroEngineering and Rehabilitation, Edición 14/1, 2017, ISSN 1743-0003
Editor: BioMed Central
DOI: 10.1186/s12984-017-0344-9

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

Autores: 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
Publicado en: Brain-Computer Interfaces, Edición 4/1-2, 2017, Página(s) 3-36, ISSN 2326-263X
Editor: Taylor & Francies
DOI: 10.1080/2326263X.2016.1275488

Sensory Feedback Interferes with Mu Rhythm Based Detection of Motor Commands from Electroencephalographic Signals

Autores: Maximilian Hommelsen, Matthias Schneiders, Christian Schuld, Philipp Keyl, Rüdiger Rupp
Publicado en: Frontiers in Human Neuroscience, Edición 11, 2017, ISSN 1662-5161
Editor: Frontiers Research Foundation
DOI: 10.3389/fnhum.2017.00523

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

Autores: Patrick Ofner, Andreas Schwarz, Joana Pereira, Gernot R. Müller-Putz
Publicado en: PLOS ONE, Edición 12/8, 2017, Página(s) e0182578, ISSN 1932-6203
Editor: Public Library of Science
DOI: 10.1371/journal.pone.0182578

User-centred design in brain–computer interface research and development

Autores: Andrea Kübler, Gernot Müller-Putz, Donatella Mattia
Publicado en: Annals of Physical and Rehabilitation Medicine, Edición 58/5, 2015, Página(s) 312-314, ISSN 1877-0657
Editor: Elsevier Masson
DOI: 10.1016/j.rehab.2015.06.003

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

Autores: G.R. Müller-Putz, A. Schwarz, J. Pereira, P. Ofner
Publicado en: Progress in Brain Research, 2016
Editor: Elsevier
DOI: 10.1016/bs.pbr.2016.04.017

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