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2015

Achievements and challenges of translational research in non-invasive SMR-BCI-controlled upper extremity neuroprosthesis in spinal cord injury

Müller-Putz, G. R. & Rupp, R., 1 Jul 2015, 2015 7th International IEEE/EMBS Conference on Neural Engineering, NER 2015. IEEE Computer Society Publications, Vol. 2015-July. p. 158-161 4 p. 7146584

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Brain computer interface
Electroencephalography
Restoration

A Co-adaptive Sensory Motor Rhythms Brain-Computer Interface Based on Common Spatial Patterns and Random Forest

Schwarz, A., Scherer, R., Steyrl, D., Faller, J. & Müller-Putz, G., 2015, Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15). ., p. 1049-1052

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

A Co-adaptive SMR-BCI Based on Common Spatial Patterns and Random Forest

Schwarz, A., Scherer, R., Steyrl, D., Faller, J. & Müller-Putz, G., 2015.

Research output: Contribution to conferencePosterResearch

Open Access
File

BNCI Horizon 2020: Towards a Roadmap for the BCI Community

Brunner, C., Birbaumer, N., Blankertz, B., Guger, C., Kübler, A., Mattia, D., Millán, J. D. R., Miralles, F., Nijholt, A., Opisso, E., Ramsey, N., Salomon, P. & Müller-Putz, G., 2015, In : Brain-Computer Interfaces. 2, 1, p. 1-10

Research output: Contribution to journalArticleResearchpeer-review

Brain Computer Interface on Track to Home

Miralles, F., Vargiu, E., Dauwalder, S., Sola, M., Müller-Putz, G., Pinegger, A., Wriessnegger, S. & Kübler, A., 2015, In : The Scientific World Journal . 2015, 623896.

Research output: Contribution to journalArticleResearchpeer-review

Brain-Computer Interface Research: A State-of-the-Art Summary 4

Guger, C. (ed.), Müller-Putz, G. (ed.) & Allision, B. (ed.), 2015, 1 ed. Springer.

Research output: Book/ReportBookResearch

Brain-controlled applications using dynamic P300 speller matrices

Halder, S., Pinegger, A., Käthner, I., Wriessnegger, S., Faller, J., Antunes, J., Müller-Putz, G. & Kübler, A., 2015, In : Artificial Intelligence in Medicine. 63, 1, p. 7-17

Research output: Contribution to journalArticleResearchpeer-review

Bring mental activity into action! An enhanced online co-adaptive brain-computer interface training protocol

Scherer, R., Faller, J., Opisso, E., Costa, U., Steyrl, D. & Müller-Putz, G., 2015, Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15). ., p. 2323-2326

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Classification of unconscious like/dislike decisions: First results towards a novel application for BCI technology

Wriessnegger, S., Hackhofer, D. & Müller-Putz, G., 2015, (Accepted/In press) Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Control or non-control state: that is the question! An asynchronous visual P300-based BCI approach

Pinegger, A., Faller, J., Halder, S., Wriessnegger, S. & Müller-Putz, G., 2015, In : Journal of neural engineering. 12, 1, p. 1-8

Research output: Contribution to journalArticleResearchpeer-review

Corrigendum: EEG beta suppression and low gamma modulation are different elements of human upright walking

Seeber, M., Wagner, J., Solis Escalante, T., Scherer, R. & Müller-Putz, G., 2015, In : Frontiers in Human Neuroscience. p. 1-2

Research output: Contribution to journalArticleResearchpeer-review

Evaluation of Healthy EEG Responses for Spelling through Listener-Assisted Scanning

Horki, P., Klobassa, D. S., Pokorny, C. & Müller-Putz, G., 2015, In : IEEE Journal of Biomedical and Health Informatics. 19, 1, p. 29-36

Research output: Contribution to journalArticleResearchpeer-review

FORCe: Fully Online and automated artifact Removal for Brain-Computer Interfacing

Daly, I., Scherer, R., Billinger, M. & Müller-Putz, G., 2015, In : IEEE transactions on neural systems and rehabilitation engineering. 23, 5, p. 725-736

Research output: Contribution to journalArticleResearchpeer-review

Functional rehabilitation of the paralyzed upper extremity after spinal cord injuryby noninvasivehybrid neuroprostheses

Rupp, R., Rohm, M., Schneiders, M., Kreilinger, A. & Müller-Putz, G., 2015, In : Proceedings of the IEEE. 103, 6, p. 954-968

Research output: Contribution to journalArticleResearchpeer-review

Game-based BCI training: Interactive design for individuals with cerebral palsy

Scherer, R., Schwarz, A., Müller-Putz, G., Pammer-Schindler, V. & Lloria García, M., 2015, IEEE International Conference on Systems, Man, and Cybernetics. ., p. 3175-3180

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Games for BCI Skill Learning

Scherer, R., Müller-Putz, G., Friedrich, E., Pammer-Schindler, V., Wilding, K., Keller, S. & Pirker, J., 2015, Handbook of Digital Games and Entertainment Technologies. 1 ed. ., p. 1-19

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Goal-Directed or Aimless? EEG Differences during the Preparation of a Reach-and-Touch Task

Pereira, J., Ofner, P. & Müller-Putz, G., 2015, 37th Annual International Conference of the IEEE. ., p. 1488-1491

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

High and low gamma EEG oscillations in central sensorimotor areas are conversely modulated during the human gait cycle

Seeber, M., Scherer, R., Wagner, J., Solis Escalante, T. & Müller-Putz, G., 2015, In : NeuroImage. 112, p. 318-326

Research output: Contribution to journalArticleResearchpeer-review

Improved concept and first results of an auditory single-switch BCI for the future use in disorders of consciousness patients

Bauernfeind, G., Horki, P., Kurz, E-M., Schippinger, W., Pichler, G. & Müller-Putz, G., 2015, (Accepted/In press) 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’15). .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Individually Adapted Imagery Improves Brain-Computer Interface Performance in End-Users with Disability

Scherer, R., Faller, J., Friedrich, E., Opisso, E., Costa, U., Kübler, A. & Müller-Putz, G., 2015, In : PLoS ONE. 10, 5, p. 1-14

Research output: Contribution to journalArticleResearchpeer-review

In Pursuit of an Easy to Use Brain Computer Interface for Domestic Use in a Population with Brain Injury

Daly, J., Pinegger, A., Armstrong, E., Thomson, E., Müller-Putz, G. & Martin, S., 2015, In : International Journal on Recent and Innovation Trends in Computing and Communication . 3, 6, p. 4019-4029

Research output: Contribution to journalArticleResearch

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

Ofner, P. & Müller-Putz, G., 2015, Proceedings of the 37th Annual International Conference of the IEEE EMBS. Institute of Electrical and Electronics Engineers, p. 1468-1471

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Online visualization of brain connectivity

Billinger, M., Brunner, C. & Müller-Putz, G., 2015, In : Journal of neuroscience methods. 256, p. 106-116

Research output: Contribution to journalArticleResearchpeer-review

P300 Brain Computer Interface Control after an Acquired Brain Injury

Daly, J., Armstrong, E., Thomson, E., Pinegger, A., Müller-Putz, G. & Martin, S., 2015, In : International Journal on Recent and Innovation Trends in Computing and Communication . 3, 1, p. 318-325

Research output: Contribution to journalArticleResearch

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

Steyrl, D., Patz, F., Krausz, G., Edlinger, G. & Müller-Putz, G., 2015, Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15). ., p. 3803-3806

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Scanning the issue: The Plurality of Human BrainYComputer Interfacing

Müller-Putz, G., del. R. Millán, J., Schalk, G. & Müller, K-R., 2015, In : Proceedings of the IEEE. 103, 6, p. 868-870

Research output: Contribution to journalArticleResearchpeer-review

Sheet Music by Mind: Towards a Brain-Computer Interface for Composing

Pinegger, A., Wriessnegger, S. & Müller-Putz, G., 2015, Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15). ., p. 1053-1056

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Sheet Music by Mind: Towards a Brain-Computer Interface for Composing

Pinegger, A., Wriessnegger, S. & Müller-Putz, G., 2015.

Research output: Contribution to conferencePosterResearchpeer-review

Single Versus Multiple Events Error Potential Detection in a BCI-Controlled Car Game With Continuous and Discrete Feedback

Kreilinger, A., Hiebel, H. & Müller-Putz, G., 2015, In : IEEE transactions on biomedical engineering. p. 1-11

Research output: Contribution to journalArticleResearchpeer-review

The evaluation of different sensor technologies

Wriessnegger, S., Pinegger, A. & Müller-Putz, G., 2015, Lecture Notes in Information Systems and Organisation. ., p. 85-90

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

The user-centred design in BCI research and development

Kübler, A., Müller-Putz, G. & Mattia, D., 2015, In : Annals of Physical and Rehabilitation Medicine. 58, 5, p. 312–314

Research output: Contribution to journalArticleResearchpeer-review

Thought-based row-column scanning communication board for individuals with cerebral palsy

Scherer, R., Billinger, M., Wagner, J., Schwarz, A., Hettich, D. T., Bolinger, E., Lloria García, M., Navarro, J. & Müller-Putz, G., 2015, In : Annals of Physical and Rehabilitation Medicine. 58, 1, p. 14-22

Research output: Contribution to journalArticleResearchpeer-review

Towards non-invasive Hybrid Brain-Computer Interfaces: framework, practice, clinical application and beyond

Müller-Putz, G., Leeb, R., Tangermann, M., Höhne, J., Kübler, A., Cincotti, F., Mattia, D., Rupp, R., Müller, K-R. & del. R. Millán, J., 2015, In : Proceedings of the IEEE. 103, 6, p. 926-943

Research output: Contribution to journalArticleResearchpeer-review

2016

A hybrid three-class brain-computer interface system utilizing SSSEPs and transient ERPs

Breitwieser, C., Pokorny, C. & Müller-Putz, G. R., 27 Oct 2016, In : Journal of neural engineering. 13, 6, 066015.

Research output: Contribution to journalArticleResearchpeer-review

Brain-Computer Interfaces
Brain computer interface
Somatosensory Evoked Potentials
Enterprise resource planning
Bioelectric potentials

BCI adaptation for end users The Graz-BCI approach

Schwarz, A., Steyrl, D., Höller, M. K., Statthaler, K. & Müller-Putz, G., 6 Oct 2016.

Research output: Contribution to conferencePosterResearch

Open Access
File

BCI adaption for end user –The GRAZ-BCI approach

Schwarz, A., Steyrl, D., Höller, M. K., Statthaler, K. & Müller-Putz, G., 6 Oct 2016, Cybathlon Symposium. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File

Cooperation in Mind: Motor imagery of joint and single actions is represented in different brain areas

Wriessnegger, S. C., Steyrl, D., Koschutnig, K. & Müller-Putz, G., Aug 2016, In : Brain and Cognition. 109, p. 19-25

Research output: Contribution to journalArticleResearchpeer-review

Imagery (Psychotherapy)
Joints
Brain
Motor Cortex
Joint Action

Discriminating goal-directed from non-goal-directed movements for BCI control

Pereira, J., Ofner, P., Schwarz, A. & Müller-Putz, G., May 2016, Proceedings of the 6th International Brain-Computer Interface Meeting. Müller-Putz, G. R., Huggins, J. E. & Steyrl, D. (eds.). Verlag der Technischen Universität Graz, p. 67 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Distinct β Band Oscillatory Networks Subserving Motor and Cognitive Control during Gait Adaptation

Wagner, J., Makeig, S., Gola, M., Neuper, C. & Müller-Putz, G., 17 Feb 2016, In : The journal of neuroscience. 36, 7, p. 2212-26 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Gait
Cues
Parietal Lobe
Prefrontal Cortex
Walking

Evaluation of different EEG acquisition systems concerning their suitability for building a brain-computer interface: Case Studies

Pinegger, A., Wriessnegger, S. C., Faller, J. & Müller-Putz, G., 2016, In : Frontiers in neuroscience. 10, p. 441

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Evaluation of induced and evoked changes in EEG during selective attention to verbal stimuli

Horki, P., Bauernfeind, G., Schippinger, W., Pichler, G. & Müller-Putz, G. R., 1 Sep 2016, In : Journal of neuroscience methods. 270, p. 165-176 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Persistent Vegetative State
Electroencephalography
Healthy Volunteers
Brain
Athletic Performance

First contact screening of a BCI Pilot

Höller, M. K., Schwarz, A., Steyrl, D., Statthaler, K. & Müller-Putz, G., 6 Oct 2016.

Research output: Contribution to conferencePosterResearch

Open Access
File

First contact screening of a BCI Pilot

Höller, M. K., Schwarz, A., Steyrl, D., Statthaler, K. & Müller-Putz, G., 6 Oct 2016, Cybathlon Symposium. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File

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

Müller-Putz, G., Schwarz, A., Pereira, J. & Ofner, P., 31 May 2016, Progress in Brain Research. Elsevier B.V.

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Decoding
Kinematics

Improving the vividness of motor imagery tasks for future application in Brain-Computer Interfaces

Wriessnegger, S. C., Steyrl, D. & Müller-Putz, G., 2016.

Research output: Contribution to conferencePosterResearch

Open Access
File

Lets play Tic-Tac-Toe: A Brain-Computer Interface case study in cerebral palsy

Scherer, R., Schwarz, A., Müller-Putz, G., Pammer-Schindler, V. & Lloria García, M., 2016, Systems, Man, and Cybernetics (SMC), 2016 IEEE International Conference on . p. 003736 - 003741

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
Brain computer interface
Electroencephalography
Boring
Learning systems
Brain

Linking neural oscillations and motor behavior: Modeling EEG source dynamics during human walking and rhythmic finger movements

Seeber, M., Scherer, R. & Müller-Putz, G., 20 Jan 2016.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

Mirage91: The Graz BCI-Racing Team – making students familiar with BCI research

Müller-Putz, G., Schwarz, A. & Steyrl, D., 2016.

Research output: Contribution to conferencePosterResearch

Open Access
File