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

Project Information

MoreGrasp

Grant agreement ID: 643955

DOI 10.3030/643955

Project closed

EC signature date 12 December 2014

Start date 1 March 2015

End date 31 May 2018

Funded under

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)

Total cost € 3 471 452,50

EU contribution € 3 471 452,50

Coordinated by

TECHNISCHE UNIVERSITAET GRAZ
Austria

Deliverables

Documents, reports (2)

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.

Demonstrators, pilots, prototypes (2)

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.

Publications

Conference proceedings (10)

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

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

Personalising vibrotactile displays through perceptual sensitivity adjustment

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

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

Author(s): Patrick Ofner, Gernot R. Muller-Putz
Published in: 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
Publisher: IEEE
DOI: 10.1109/EMBC.2015.7318647

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

Author(s): Joana Pereira, Patrick Ofner, Gernot R. Muller-Putz
Published in: 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
Publisher: IEEE
DOI: 10.1109/EMBC.2015.7318652

Improved estimates of BCI accuracy with hierarchical Bayesian models

Author(s): Filip Melinscak, Luis Montesano and Javier Minguez
Published in: Proceedings of the 6th International Brain-Computer Interface Meeting, Issue May 2016, 2016, Page(s) 1
Publisher: 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

Author(s): 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.
Published in: 2311-0422, Issue 1, 2018
Publisher: Verlag der TU Graz
DOI: 10.3217/978-3-85125-533-1-62

Stratified, computational interaction via machine learning

Author(s): Roderick Murray-Smith
Published in: The Eighteenth Yale Workshop on Adaptive and Learning Systems, Ed. K. Narendra, Yale, June 21-23rd, 2017, 2017
Publisher: Yale University

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

Author(s): Andreas Schwarz; Joana Pereira; Patrick Ofner; Müller-Putz, Gernot R.
Published in: Issue 2, 2016
Publisher: 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

Author(s): Patrick Ofner; Andreas Schwarz; Joana Pereira; Müller-Putz, Gernot R.
Published in: Issue 2, 2016
Publisher: 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

Author(s): Patrick Ofner; Andreas Schwarz; Joana Pereira; Müller-Putz, Gernot R.
Published in: Issue 2, 2016
Publisher: Verlag der TU Graz, Graz University of Technology,
DOI: 10.3217/978-3-85125-467-9-67

Peer reviewed articles (8)

Control Theoretic Models of Pointing

Author(s): Jörg Müller, Antti Oulasvirta, Roderick Murray-Smith
Published in: ACM Transactions on Computer-Human Interaction, Issue 24/4, 2017, Page(s) 1-36, ISSN 1073-0516
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3121431

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

Author(s): Filip Melinscak, Luis Montesano
Published in: Journal of Neuroscience Methods, Issue 270, 2016, Page(s) 30-45, ISSN 0165-0270
Publisher: Elsevier BV
DOI: 10.1016/j.jneumeth.2016.06.008

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
Publisher: 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

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
Publisher: 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

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
Publisher: Taylor & Francies
DOI: 10.1080/2326263X.2016.1275488

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

Author(s): Maximilian Hommelsen, Matthias Schneiders, Christian Schuld, Philipp Keyl, Rüdiger Rupp
Published in: Frontiers in Human Neuroscience, Issue 11, 2017, ISSN 1662-5161
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnhum.2017.00523

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
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0182578

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

Author(s): Andrea Kübler, Gernot Müller-Putz, Donatella Mattia
Published in: Annals of Physical and Rehabilitation Medicine, Issue 58/5, 2015, Page(s) 312-314, ISSN 1877-0657
Publisher: Elsevier Masson
DOI: 10.1016/j.rehab.2015.06.003

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
Publisher: Elsevier
DOI: 10.1016/bs.pbr.2016.04.017