Reinhold Scherer

Dipl.-Ing. Dr.techn.

1992 …2019

Research output per year

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Research Output

Conference contribution

Preliminary results for the use of sensitive devices to assess the effect of medication on attentional demands of precision and power grips in individuals with Parkinson’s disease

Pradhan, S., Kelly, V., Scherer, R. & Matsuoka, Y., 2010, (Accepted/In press) IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics. .

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

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, 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

Reconstructing gait cycle patterns from non-invasive recorded low gamma modulations

Seeber, M., Wagner, J., Scherer, R., Solis Escalante, T. & Müller-Putz, G., 2014, (Accepted/In press) Proceedings of the 6th International BCI Conference Graz 2014. .

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

Relevant electrode positions and frequency components for motor-imagery based Brain-Computer Communication

Scherer, R., Maier, C., Mörth, K., Neuper, C. & Pfurtscheller, G., 2006, Proceedings der Gemeinsame Jahrestagung der Deutschen, der Österreichischen und der Schweizerischen Gesellschaften für Biomedizinische Technik. Berlin, New York: de Gruyter, p. 1-2

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

Restricted Boltzmann Machines as useful tool for detecting oscillatory EEG components

Balderas Silva, D. C., Zander, T., Bachl, F., Faller, J., Neuper, C. & Scherer, R., 2011, Proc. of the 5th International Brain-Computer Interface Conference 2011. ., p. 68-71

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

Restricted Boltzmann Machines in Sensory Motor Rhythm Brain-Computer Interfacing: A Study on Inter-Subject Transfer and Co-Adaptation

Kobler, R. & Scherer, R., 2016, Systems, Man, and Cybernetics (SMC), 2016 IEEE International Conference on . p. 000469 - 000474

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

Open Access

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

Roboterunterstützte Rehabilitation der Hand nach Schlaganfall

Scherer, R., Kollreider, A., Ram, D., Hölzl, J. S. & Grieshofer, P., 2006, Proceedings der Gemeinsame Jahrestagung der Deutschen, der Österreichischen und der Schweizerischen Gesellschaften für Biomedizinische Technik. Berlin, New York: de Gruyter, p. 1-2

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

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

Single-Trial EEG Classification of Executed and Imagined Hand Movements In Hemiparetic Stroke Patients

Mohapp, A., Scherer, R., Keinrath, C., Grieshofer, P., Pfurtscheller, G. & Neuper, C., 2006, Proceedings of the 3rd International Brain-Computer Workshop and Training Course 2006. Graz: Verlag der Technischen Universität Graz, p. 80-81

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

Skipping BCI calibration: fundamental investigations on Restricted Boltzmann Machines

Kobler, R., Müller-Putz, G. & Scherer, R., 2016, Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future. Verlag der Technischen Universität Graz, p. 157

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

Open Access

Social inclusion as feature to improve BCI skill training: A feasibility case study in cerebral palsy

Scherer, R., Schwarz, A., Müller-Putz, G., Pammer-Schindler, V. & Lloria García, M., 2016, Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future. Verlag der Technischen Universität Graz

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

Open Access

Stable feature selection for EEG-based emotion recognition

Lan, Z., Sourina, O., Wang, L., Liu, Y., Scherer, R. & Müller-Putz, G. R., 26 Dec 2018, Proceedings - 2018 International Conference on Cyberworlds, CW 2018. Sourin, A., Sourina, O., Erdt, M. & Rosenberger, C. (eds.). Institute of Electrical and Electronics Engineers, p. 176-183 8 p. 8590037

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

Temporal dynamics of high-frequency (>75Hz) power increase in electrocorticographic brain signals during cue-guided movement of individual digits

Scherer, R., Darvas, F., Zanos, S., Miller, K., Sorensen, L., Hebb, A., Rao, R. P. N. & Ojemann, J., 2010, (Accepted/In press) Proc. Neuroscience 2010. .

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

The Graz Hybid Brain-Computer Interface

Scherer, R., Müller-Putz, G. & Pfurtscheller, G., 2006, Challenginig Brain Computer Interfaces: Neural Engineering meets Clinical needs in Neurorehabilitation. ., p. 51-51

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

The Relevance Of Feedback Type On BCI Classification Results

Wriessnegger, S., Scherer, R., Maier, C., Mörth, K., Pfurtscheller, G. & Neuper, C., 2006, Proceedings of the 3rd International Brain-Computer Workshop and Training Course 2006. Graz: Verlag der Technischen Universität Graz, p. 78-79

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

The self-paced (asynchronous) Graz Brain-Computer Interface used to navigate the "freeSpace" Virtual Environment

Scherer, R., Lee, F. Y-T., Bischof, H. & Pfurtscheller, G., 2006, Challenginig Brain Computer Interfaces: Neural Engineering meets Clinical needs in Neurorehabilitation. ., p. 50-50

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

Towards a 3 class anychronous BCI

Scherer, R., Schlögl, A. & Pfurtscheller, G., 2005, Proceedings of the Third International Meeting. ., p. 103-103

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 brain controlled movement restoration - Part I: Adaptation of an implantable neuroprosthesis for high spinal cord injured patients

Rupp, R., Müller-Putz, G., Scherer, R., Gerner, H-J. & Pfurtscheller, G., 2005, Proceedings of ICMP2005 and BMT2005. Berlin: Schiele & Schön, Vol. 1(1). p. 511-512 (Biomedizinische Technik (Berl.) Supplementary Volume).

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

Towards brain controlled movement restoration - Part II: Application of an asynchronous brain-switch

Müller-Putz, G., Rupp, R., Scherer, R., Pfurtscheller, G. & Gerrner, H-J., 2005, Proceedings of ICMP2005 and BMT2005. Berlin: Schiele & Schön, Vol. 1(1). p. 513-514 (Biomedizinische Technik (Berl.) Supplementary Volume).

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

Towards Hierarchical BCIs: Combining Motor Imagery and Evoked Potentials for Robotic Control

Scherer, R., Chung, M., Chalodhorn, R. & Rao, R. P. N., 2010, Proc. 4th International Brain-Computer Interface Meeting 2010. ., p. 1-1

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

Towards Hierarchical BCIs for Robotic Control

Chung, M., Cheung, W., Scherer, R. & Rao, R. P. N., 2011, International IEEE EMBS Conference on Neural Engineering. ., p. 330-333

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

Towards multimodal error responses: a passive BCI for the detection of auditory errors

Zander, T., Klippel, D. M. & Scherer, R., 2011, Proceedings of the 13th international conference on multimodal interfaces (ICMI'11). New York: Association of Computing Machinery, p. 53-56

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

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

Unsupervised feature learning for EEG-based emotion recognition

Lan, Z., Sourina, O., Wang, L., Scherer, R. & Müller-Putz, G., 27 Nov 2017, Proceedings - 2017 International Conference on Cyberworlds, CW 2017 - in cooperation with: Eurographics Association International Federation for Information Processing ACM SIGGRAPH. Institute of Electrical and Electronics Engineers, Vol. 2017-January. p. 182-185 4 p.

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

Usefulness of an EEG-based brain-computer interface to establish communication in ALS

Lahrmann, H., Neuper, C., Müller-Putz, G., Scherer, R. & Pfurtscheller, G., 2005, Proceedings of the 18th World Congress of Neurology. ., Vol. 238, Suppl. 1. p. 458-458 (Journal of the Neurological Sciences).

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

Using a BCI as a Navigation Tool in Virtual Environments

Leeb, R., Keinrath, C., Guger, C., Scherer, R., Friedman, D., Slater, M. & Pfurtscheller, G., 2004, 2nd International Brain-Computer Interface Workshop and Training Course 2004. Berlin: Schiele & Schön, Vol. 49 / Ergänzungsband 1. p. 65-66 (Biomedizinische Technik).

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

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

Using Support Vector Regression to Estimate Valence Level from EEG

Lan, Z., Müller-Putz, G., Wang, L., Liu, Y., Sourina, O. & Scherer, R., 2016, Systems, Man, and Cybernetics (SMC), 2016 IEEE International Conference on . p. 002558 - 002563

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

Open Access

Virtual Reality and Pattern Recognition in Brain-Computer Interface-Research.

Scherer, R., Lee, F. Y-T., Leeb, R., Schlögl, A., Neuper, C., Keinrath, C., Reitinger, B., Bischof, H. & Pfurtscheller, G., 2004, Proceedings of the 9th Computer Vision Winter Workshop. Ljubljana: Slovenian Pattern Recognition Society, p. 109-118

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

Digital or Visual Products

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

Diploma Thesis

Afferentes Sprach Therapie System (ASTS)

Scherer, R., 2001

Research output: ThesisDiploma ThesisResearch

Doctoral Thesis
Master's Thesis

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
Paper

EEG-based Endogenous Online Co-Adaptive Brain-Computer Interfaces: Strategy for Success?

Scherer, R., Faller, J., Sajda, P. & Vidaurre, C., 2019, p. 299-304.

Research output: Contribution to conferencePaperResearchpeer-review

Towards a general-purpose mobile brain-body imaging NeuroIS testbed

Scherer, R., Feitl, S., Schlesinger, M. & Wriessnegger, S. C., 2016.

Research output: Contribution to conferencePaperResearchpeer-review

Poster

A 4-class brain-computer interface driven by mental strategies evaluated with and without user distraction

Scherer, R., Friedrich, E. & Neuper, C., 2010.

Research output: Contribution to conferencePosterResearch

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

Active participation during walking reduces single trial connectivity in sensorimotor areas

Wagner, J., Billinger, M., Solis Escalante, T., Brunner, C., Scherer, R., Neuper, C. & Müller-Putz, G., 2014.

Research output: Contribution to conferencePosterResearch

A pilot study on mental workload detection during operation of a self-paced ERD BCI

Faller, J., Bauernfeind, G., Scherer, R. & Müller-Putz, G., 2013.

Research output: Contribution to conferencePosterResearch

Are Online Co-Adaptive Sensorimotor Rhythm Brain-Computer Interface Training Paradigms Effective?

Cunha, J. D. & Scherer, R., 2018.

Research output: Contribution to conferencePosterResearchpeer-review

Artifact, or not an artifact, that is the question?

Schwarz, A., Scherer, R. & Müller-Putz, G., 2014.

Research output: Contribution to conferencePosterResearch