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

Livrables

Review of sensors and integrated displays for the interactive environments

Report on suitable sensing solutions and environment augmentations

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

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.

Publications

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

Auteurs: Antoine Loriette, Roderick Murray-Smith, Sebastian Stein, John Williamson
Publié dans: Proceedings of the Interactive Surfaces and Spaces on ZZZ - ISS '17, 2017, Page(s) 330-335, ISBN 9781-450346917
Éditeur: ACM Press
DOI: 10.1145/3132272.3135074

Personalising vibrotactile displays through perceptual sensitivity adjustment

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

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

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

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

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

Improved estimates of BCI accuracy with hierarchical Bayesian models

Auteurs: Filip Melinscak, Luis Montesano and Javier Minguez
Publié dans: Proceedings of the 6th International Brain-Computer Interface Meeting, Numéro May 2016, 2016, Page(s) 1
Éditeur: 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

Auteurs: 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.
Publié dans: 2311-0422, Numéro 1, 2018
Éditeur: Verlag der TU Graz
DOI: 10.3217/978-3-85125-533-1-62

Stratified, computational interaction via machine learning

Auteurs: Roderick Murray-Smith
Publié dans: The Eighteenth Yale Workshop on Adaptive and Learning Systems, Ed. K. Narendra, Yale, June 21-23rd, 2017, 2017
Éditeur: Yale University

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

Auteurs: Andreas Schwarz; Joana Pereira; Patrick Ofner; Müller-Putz, Gernot R.
Publié dans: Numéro 2, 2016
Éditeur: 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

Auteurs: Patrick Ofner; Andreas Schwarz; Joana Pereira; Müller-Putz, Gernot R.
Publié dans: Numéro 2, 2016
Éditeur: 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

Auteurs: Patrick Ofner; Andreas Schwarz; Joana Pereira; Müller-Putz, Gernot R.
Publié dans: Numéro 2, 2016
Éditeur: Verlag der TU Graz, Graz University of Technology,
DOI: 10.3217/978-3-85125-467-9-67

Control Theoretic Models of Pointing

Auteurs: Jörg Müller, Antti Oulasvirta, Roderick Murray-Smith
Publié dans: ACM Transactions on Computer-Human Interaction, Numéro 24/4, 2017, Page(s) 1-36, ISSN 1073-0516
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3121431

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

Auteurs: Filip Melinscak, Luis Montesano
Publié dans: Journal of Neuroscience Methods, Numéro 270, 2016, Page(s) 30-45, ISSN 0165-0270
Éditeur: Elsevier BV
DOI: 10.1016/j.jneumeth.2016.06.008

EEG neural correlates of goal-directed movement intention

Auteurs: Joana Pereira, Patrick Ofner, Andreas Schwarz, Andreea Ioana Sburlea, Gernot R. Müller-Putz
Publié dans: NeuroImage, Numéro 149, 2017, Page(s) 129-140, ISSN 1053-8119
Éditeur: 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

Auteurs: Karina Statthaler, Andreas Schwarz, David Steyrl, Reinmar Kobler, Maria Katharina Höller, Julia Brandstetter, Lea Hehenberger, Marvin Bigga, Gernot Müller-Putz
Publié dans: Journal of NeuroEngineering and Rehabilitation, Numéro 14/1, 2017, ISSN 1743-0003
Éditeur: 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

Auteurs: 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
Publié dans: Brain-Computer Interfaces, Numéro 4/1-2, 2017, Page(s) 3-36, ISSN 2326-263X
Éditeur: Taylor & Francies
DOI: 10.1080/2326263X.2016.1275488

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

Auteurs: Maximilian Hommelsen, Matthias Schneiders, Christian Schuld, Philipp Keyl, Rüdiger Rupp
Publié dans: Frontiers in Human Neuroscience, Numéro 11, 2017, ISSN 1662-5161
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fnhum.2017.00523

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

Auteurs: Patrick Ofner, Andreas Schwarz, Joana Pereira, Gernot R. Müller-Putz
Publié dans: PLOS ONE, Numéro 12/8, 2017, Page(s) e0182578, ISSN 1932-6203
Éditeur: Public Library of Science
DOI: 10.1371/journal.pone.0182578

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

Auteurs: Andrea Kübler, Gernot Müller-Putz, Donatella Mattia
Publié dans: Annals of Physical and Rehabilitation Medicine, Numéro 58/5, 2015, Page(s) 312-314, ISSN 1877-0657
Éditeur: Elsevier Masson
DOI: 10.1016/j.rehab.2015.06.003

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

Auteurs: G.R. Müller-Putz, A. Schwarz, J. Pereira, P. Ofner
Publié dans: Progress in Brain Research, 2016
Éditeur: Elsevier
DOI: 10.1016/bs.pbr.2016.04.017

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