Reinhold Scherer

Dipl.-Ing. Dr.techn.

1992 …2019
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Research Output 2001 2019

2013

Random Forests for Feature Selection in Non-invasive Brain-Computer Interfacing

Steyrl, D., Scherer, R. & Müller-Putz, G., 2013, Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data. Holzinger, A. & Pasi, G. (eds.). Heidelberg Dordrecht London New York: Springer, p. 207-216 (Lecture Notes in Computer Science).

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

Rapid Prototyping for hBCI Users With Cerebral Palsy

Daly, I., Aloise, F., Aricó, P., Belda, J., Billinger, M., Bolinger, E., Cincotti, F., Hettich, D., Iosa, M., Laparra-Hernández, J., Scherer, R. & Müller-Putz, G., 2013.

Research output: Contribution to conferencePosterResearch

Rapid Prototyping for hBCI Users With Cerebral Palsy

Daly, I., Aloise, F., Aricó, P., Belda, J., Billinger, M., Bolinger, E., Cincotti, F., Hettich, D., Iosa, M., Laparra-Hernández, J., Scherer, R. & Müller-Putz, G., 2013, Proceedings of the Fifth International Brain-Computer Interface Meeting: Defining the Future. Verlag der Technischen Universität Graz, p. 27-28

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

Robot assisted walking affects the synchrony between premotor and somatosensory areas

Wagner, J., Solis-Escalante, T., Neuper, C., Scherer, R. & Müller-Putz, G., 19 Sep 2013.

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

Robot assisted walking affects the synchrony between premotor and somatosensory areas

Wagner, J., Solis Escalante, T., Neuper, C., Scherer, R. & Müller-Putz, G., 2013, (Accepted/In press) Proceedings of the BMT 2013. .

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

Spatial-spectral identification of μ and β EEG rhythm sources during robot-assisted walking

Seeber, M., Scherer, R., Wagner, J., Solis Escalante, T. & Müller-Putz, G., 2013, In : Biomedical Engineering / Biomedizinische Technik. 58 (Suppl. 1)

Research output: Contribution to journalArticleResearchpeer-review

Spatial-spectral identification of μ and β EEG rhythm sources during robot-assisted walking.

Seeber, M., Scherer, R., Wagner, J., Solis Escalante, T. & Müller-Putz, G., 19 Sep 2013.

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

Stability of event-related (de-) synchronization during brain-computer interface-relevant mental tasks

Friedrich, E., Scherer, R. & Neuper, C., 2013, In : Clinical Neurophysiology. 124, 1, p. 61-69

Research output: Contribution to journalArticleResearchpeer-review

Thought-based interaction with the physical world

Scherer, R. & Pfurtscheller, G., 2013, In : Trends in cognitive sciences. 17, 10, p. 490-492

Research output: Contribution to journalArticleResearchpeer-review

Towards Improving the Usability of Electromyographic Interfaces

Silva, H., Scherer, R., Sousa, J. & Londral, A., 2013, Converging Clinical and Engineering Research on Neurorehabilitation. ., Vol. 1. p. 437-441 (Biosystems & Biorobotics).

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

TRAFFIC INCIDENT DETECTION WITH CELLULAR NETWORK DATA

Reiter, T., Cik, M., Haberl, M., Breitwieser, C., Scherer, R., Kröll, M., Horn, C., Müller-Putz, G., Lindstaedt, S. & Fellendorf, M., 2013, (Accepted/In press) OPTIMUM - International Symposium on Recent Advances in Transport Modelling. Brisbane: Queensland University of Technology

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

User-Appropriate and Robust Control Strategies to Enhance Brain–Computer Interface Performance and Usability

Friedrich, E., Scherer, R. & Neuper, C., 2013, Brain-Computer Interface Research: A State-of-the-Art Summary. 1 ed. Heidelberg New York Dordrecht London: Springer, p. 15-23 (SpringerBriefs in Electrical and Computer Engineering).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Using random forests for classifying motor imagery EEG

Steyrl, D., Scherer, R. & Müller-Putz, G., Jan 2013.

Research output: Contribution to conferencePosterResearch

Open Access
File
Brain computer interface
Electroencephalography
Classifiers

Using random forests for classifying motor imagery EEG

Steyrl, D., Scherer, R. & Müller-Putz, G., 2013, Proceedings of TOBI Workshop IV. ., p. 89-90

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

Open Access
File

Whatever works: A systematic user-centered training protocol to optimize brain-computer interfacing individually

Friedrich, E., Neuper, C. & Scherer, R., 2013, In : PLoS ONE. p. 1-11

Research output: Contribution to journalArticleResearchpeer-review

2012

Assessing participation during robotic assisted gait training based on EEG: feasibility study

Solis Escalante, T., Wagner, J., Scherer, R., Grieshofer, P. & Müller-Putz, G., 2012.

Research output: Contribution to conferencePosterResearch

Assessing participation during robotic assisted gait training based on EEG: feasibility study

Solis Escalante, T., Wagner, J., Scherer, R., Grieshofer, P. & Müller-Putz, G., 2012, Proceedings of the 3rd TOBI Workshop Bringing BCIs to End-Users: Facing the Challenge - Evaluation, User Perspective, User Needs, and Ethical Questions. ., p. 61-62

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

Autocalibration and recurrent adaptation: Towards a Plug and Play Online ERD-BCI

Faller, J., Vidaurre, C., Solis Escalante, T., Neuper, C. & Scherer, R., 2012, In : IEEE transactions on neural systems and rehabilitation engineering. 20, 3, p. 313-319

Research output: Contribution to journalArticleResearchpeer-review

Automatic adaptation to oscillatory EEG activity in spinal cord injury and stroke patients

Faller, J., Vidaurre, C., Friedrich, L., Costa, U., Opisso, E., Medina, J., Neuper, C., Müller-Putz, G. & Scherer, R., 20 Mar 2012.

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

Automatic adaptation to oscillatory EEG activity in spinal cord injury and stroke patients

Faller, J., Vidaurre, C., Friedrich, L., Costa, U., Opisso, E., Medina, J., Neuper, C., Müller-Putz, G. & Scherer, R., 2012, Bringing BCIs to End-Users: Facing the Challenge - Evaluation, User Perspectives, User Needs, and Ethical Questions. Würzburg, Germany: Universität Würzburg, p. 12-13

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

BCI-based interaction with World of Warcraft

Scherer, R., Pröll, M., Allison, B. Z. & Müller-Putz, G., 2012

Research output: Non-print formDigital or Visual ProductsResearch

BCI research toward stroke rehabilitation at TU Graz

Solis Escalante, T., Faller, J., Kaiser, V., Wagner, J., Scherer, R. & Müller-Putz, G., 26 May 2012.

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

Brain-Computer Interfacing: More than the sum of its parts

Scherer, R., Faller, J., Balderas Silva, D. C., Friedrich, E., Pröll, M., Allison, B. Z. & Müller-Putz, G., 2012, In : Soft computing. p. 1-15

Research output: Contribution to journalArticleResearchpeer-review

Computational Sensemaking on Examples of Knowledge Discovery from Neuroscience Data: Towards Enhancing Stroke Rehabilitation

Holzinger, A., Scherer, R., Seeber, M., Wagner, J. & Müller-Putz, G., 2012, International Conference on Information Technology in Bio- and Medical Informatics - ITBAM 2012: Lecture Notes in Computer Science 7451. Böhm, C., Khuri, S., Lhotska, L. & Renda, M. E. (eds.). Lecture Notes in Computer Science LNCS 7451 ed. Heidelberg, Berlin, New York: Springer, Vol. 7451. p. 166-168

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

Open Access
File
Brain mapping
Patient rehabilitation
Data mining
Brain
Electroencephalography

Kinect-based detection of self-paced hand movements: Enhancing Functional Brain Mapping paradigms

Scherer, R., Wagner, J., Moitzi, G. & Müller-Putz, G., 2012.

Research output: Contribution to conferencePosterResearch

Kinect-based detection of self-paced hand movements: Enhancing Functional Brain Mapping paradigms

Scherer, R., Wagner, J., Moitzi, G. & Müller-Putz, G., 2012, IEEE Engineering in Medicine and Biology Annual Conference. ., p. 4748-4751

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

Level of participation in robotic-assisted treadmill walking modulates midline sensorimotor EEG rhythms in able-bodied subjects

Wagner, J., Solis Escalante, T., Grieshofer, P., Neuper, C., Müller-Putz, G. & Scherer, R., 2012, In : NeuroImage. 63, 3, p. 1203-1211

Research output: Contribution to journalArticleResearchpeer-review

Long-time stabilty of performance and temporal behavior of different BCI control strategies

Friedrich, E., Scherer, R. & Neuper, C., 2012.

Research output: Contribution to conferencePosterResearch

Mobiles Verkehrsmanagement System Movements

Fellendorf, M., Brandstaetter, M., Reiter, T., Lindstaedt, S., Breitwieser, C., Haberl, M., Hebenstreit, C., Scherer, R., Kraschl-Hirschmann, K., Kröll, M., Ruthner, T. & Walther, B., 2012, Graz: eigen.

Research output: Book/ReportCommissioned reportResearch

Monocular Head-Mounted SSVEP based Brain-Computer Interface to Retain Situational Awareness

Oesterlein, T., Scherer, R. & Müller-Putz, G., 1 Jan 2012, In : Biomedizinische Technik. 57, SI-1 Track-K, 1 p.

Research output: Contribution to journalArticleResearchpeer-review

New input modalities for modern game design and virtual embodiment

Scherer, R., Pröll, M., Allison, B. Z. & Müller-Putz, G., 2012.

Research output: Contribution to conferencePosterResearch

New input modalities for modern game design and virtual embodiment

Scherer, R., Pröll, M., Allison, B. Z. & Müller-Putz, G., 2012, IEEE Virtual Reality 2012. ., p. 163-164

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

Non-invasive functional mapping of brain activity

Seeber, M., Friedrich, E., Jehna, M., Müller-Putz, G. & Scherer, R., 2012, NeuroLogisch Supplementum 1/2012. ., p. 55-55

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

Open Access
File

Non-invasive functional mapping of brain activity.

Seeber, M., Friedrich, E., Jehna, M., Müller-Putz, G. & Scherer, R., 2012.

Research output: Contribution to conferencePosterResearch

On the suitability of random forests for detecting mental imagery for non-invasive brain-computer interfacing

Steyrl, D., 2012, 69 p.

Research output: ThesisMaster's ThesisResearch

Open Access
File
Brain
Classifiers
Brain computer interface
Decision trees
Pattern recognition

Predicting Functional Stroke-Rehabilitation Outcome by means of Brain-Computer Interface Technology: The BCI4REHAB Project

Scherer, R., Grieshofer, P., Enzinger, C., Seeber, M., Wagner, J., Solis Escalante, T., Aigner, G., Jehna, M. & Müller-Putz, G., 2012.

Research output: Contribution to conferencePosterResearch

Predicting Functional Stroke-Rehabilitation Outcome by means of Brain-Computer Interface Technology: The BCI4REHAB Project

Scherer, R., Grieshofer, P., Enzinger, C. & Müller-Putz, G., 2012, World Congress for NeuroRehabilitation. ., Vol. 26(6). p. 772-772 (Neurorehabilitation and Neural Repair).

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

Prototype of an auto-calibrating, context-aware, hybrid brain-computer interface

Faller, J., Torrellas, S., Miralles, F., Holzner, C., Kapeller, C., Guger, C., Bund, J., Müller-Putz, G. & Scherer, R., 2012, Proceedings of the 34th Annual International Conference of the IEEE Eng. in Med. and Biology Soc.. ., p. xx-xx

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

Prototype of an auto-calibrating, context-aware, hybrid brain-computer interface

Faller, J., Torrellas, S., Miralles, F., Holzner, C., Kapeller, C., Guger, C., Bund, J., Müller-Putz, G. & Scherer, R., 2012.

Research output: Contribution to conferencePosterResearch

Simultaneous Brain-Computer Interfacing and Motor Control: Expanding the Reach of Non-Invasive BCIs

Cheung, W., Sarma, D., Scherer, R. & Rao, R. P. N., 2012, (Accepted/In press) IEEE Engineering in Medicine and Biology Annual Conference. .

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

Suppression of the central mu and beta rhythms during robot assisted walking in humans

Wagner, J., Solis Escalante, T., Neuper, C., Müller-Putz, G. & Scherer, R., 2012.

Research output: Contribution to conferencePosterResearch

The effect of distinct mental strategies on classification performance for brain–computer interfaces

Friedrich, E., Scherer, R. & Neuper, C., 2012, In : International journal of psychophysiology. 84, p. 86-94

Research output: Contribution to journalArticleResearchpeer-review

The Paediatric Lokomat. A Possibility to treat children with a Robotic Assisted Locomotor: Training Experiences after 190 Patients

Grieshofer, P., Scherer, R., Nowak, T., Ranner, S. & Tanzer, M., 2012, World Congress for NeuroRehabilitation. ., Vol. 26(6). p. 657-658 (Neurorehabilitation and Neural Repair).

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

Towards a framework based on single trial connectivity for enhancing knowledge discovery in BCI

Billinger, M., Brunner, C., Scherer, R., Holzinger, A. & Müller-Putz, G., 2012, Active Media Technologies, Springer Lecture Notes in Computer Science, LNCS 7669. ., p. 658-667

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

Towards Restoration and Rehabilitation of Motor Functions with the Help of Brain-Computer Interfaces

Müller-Putz, G., Solis Escalante, T., Wagner, J., Faller, J., Kaiser, V., Ofner, P. & Scherer, R., 2012, Converging Clinical and Engineering Research in Neurorehabilitation. Heidelberg: Springer, p. 1265-1269 (Biosystems & Biorobotics).

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

Traffic Analysis using Cellular Network Data

Nachbagauer, G., Schosteritsch, P., Reiter, T., Scherer, R., Cik, M. & Fellendorf, M., 2012, World Congress on Intelligent Transport Systems. Wien: ., p. 1-13

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

What does clean EEG look like?

Daly, I., Pichiorri, F., Faller, J., Kaiser, V., Kreilinger, A., Scherer, R. & Müller-Putz, G., 2012, Proceedings of the Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE. ., p. 3963 -3966

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

2011

A Hierarchical Architecture for Adaptive Brain-Computer Interfacing

Chung, M., Cheung, W., Scherer, R. & Rao, R. P. N., 2011, Proc. IJCAI 2011. ., p. 1647-1652

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

An Adaptive Brain-Computer Interface for Humanoid Robot Control

Bryan, M., Green, J., Chung, M., Chang, L., Scherer, R., Smith, J. & Rao, R. P. N., 2011, (Accepted/In press) IEEE-RAS International Conference on Humanoid Robots. .

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