Reinhold Scherer

Dipl.-Ing. Dr.techn.

1992 …2018
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Research Output 2001 2018

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2018

Domain Adaptation Techniques for EEG-based Emotion Recognition: A Comparative Study on Two Public Datasets

Lan, Z., Sourina, O., Wang, L., Scherer, R. & Muller-Putz, G. R., 12 Apr 2018, (Accepted/In press) In : IEEE Transactions on Cognitive and Developmental Systems.

Research output: Contribution to journalArticleResearchpeer-review

Brain computer interface
Classifiers
Human computer interaction
Network protocols
Experiments
2017

Heading for new shores! Overcoming pitfalls in BCI design

Chavarriaga, R., Fried-Oken, M., Kleih, S., Lotte, F. & Scherer, R., 2017, In : Brain-Computer Interfaces. 4, 1-2, p. 60-73

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Workshops of the Sixth International Brain–Computer Interface Meeting: brain–computer interfaces past, present, and future

Huggins, J., Guger, C., Ziat, M., Zander, T., Taylor, D., Tangermann, M., Soria-Frisch, A., Simeral, J., Scherer, R., Rupp, R., Ruffini, G., Robinson, D., Ramsey, N., Nijholt, A., Müller-Putz, G., McFarland, D., Mattia, D., Lance, B., Kindermans, P-J., Iturrate, I. & 10 othersHerff, C., Gupta, D., Do, A., Collinger, J., Chavarriaga, R., Chase, S., Bleichner, M., Batista, A., Anderson, C. & Aarnoutse, E. J., 30 Jan 2017, In : Brain-Computer Interfaces. 4, 1, p. 3 36 p.

Research output: Contribution to journalArticleResearchpeer-review

2016

Random forests in non-invasive sensorimotor rhythm brain-computer interfaces: A practical and convenient non-linear classifier

Steyrl, D., Scherer, R., Faller, J. & Müller-Putz, G., 2016, In : Biomedical Engineering / Biomedizinische Technik. 61, 1, p. 77–86

Research output: Contribution to journalArticleResearchpeer-review

2015

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

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

Grip force modulation characteristics as a marker for clinical disease progression in individuals with Parkinson disease – a case-control study

Pradhan, S., Scherer, R., Matsuoka, Y. & Kelly, V. E., 2015, In : Physical therapy. 95, 3, p. 369-379

Research output: Contribution to journalArticleResearchpeer-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

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

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

2014

A co-adaptive brain-computer interface for end users with severe motor impairment

Faller, J., Scherer, R., Costa, U., Opisso, E., Medina, J. & Müller-Putz, G., 2014, In : PLoS ONE. 9, 7, p. 1-10

Research output: Contribution to journalArticleResearchpeer-review

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

Seeber, M., Scherer, R., Wagner, J., Solis Escalante, T. & Müller-Putz, G., 2014, In : Frontiers in Human Neuroscience. 8, 485.

Research output: Contribution to journalArticleResearchpeer-review

Exploration of the neural correlates of cerebral palsy for sensorimotor BCI control

Daly, I., Faller, J., Scherer, R., Sweeney-Reed, C., Slawomir, N., Billinger, M. & Müller-Putz, G., 2014, In : Frontiers in Neuroengineering . 7, 7:20.

Research output: Contribution to journalArticleResearchpeer-review

It's how you get there: walking down a virtual alley activates premotor and parietal areas

Wagner, J., Solis Escalante, T., Scherer, R., Neuper, C. & Müller-Putz, G., 2014, In : Frontiers in Human Neuroscience. p. 1-11

Research output: Contribution to journalArticleResearchpeer-review

Mind over brain, brain over mind: cognitive causes and consequences of controlling brain activity

Friedrich, E., Wood, G., Scherer, R. & Neuper, C., 2014, In : Frontiers in Human Neuroscience. p. 1-2

Research output: Contribution to journalArticleResearchpeer-review

Non motor tasks improve adaptive brain-computer interface performance in users with severe motor impairment

Faller, J., Scherer, R., Friedrich, E., Costa, U., Opisso, E., Medina, J. & Müller-Putz, G., 2014, In : Frontiers in neuroprosthetics . 8, 320

Research output: Contribution to journalArticleResearchpeer-review

2013

A hemodynamic brain-computer interface based on real-time classification of near infrared spectroscopy signals during motor imagery and mental arithmetic

Stangl, M., Bauernfeind, G., Kurzmann, J., Scherer, R. & Neuper, C., 2013, In : Journal of near infrared spectroscopy. 21, p. 157-171

Research output: Contribution to journalArticleResearchpeer-review

Long-term evaluation of a 4-class imagery-based brain-computer interface

Friedrich, E., Scherer, R. & Neuper, C., 2013, In : Clinical neurophysiology. 124, 5, p. 916-927

Research output: Contribution to journalArticleResearchpeer-review

On the automated removal of artifacts related to head movement from the EEG

Daly, I., Billinger, M., Scherer, R. & Müller-Putz, G., 2013, In : IEEE transactions on neural systems and rehabilitation engineering. 21, 3, p. 427 - 434

Research output: Contribution to journalArticleResearchpeer-review

On the control of Brain-computer interfaces by users with Cerebral palsy

Daly, I., Billinger, M., Laparra-Hernández, J., Aloise, F., Lloria García, M., Faller, J., Scherer, R. & Müller-Putz, G., 2013, In : Clinical neurophysiology. 124, 9, p. 1787-1797

Research output: Contribution to journalArticleResearchpeer-review

On the use of games for non-invasive EEG-based Functional Brain Mapping

Scherer, R., Moitzi, G., Daly, I. & Müller-Putz, G., 2013, In : IEEE Transactions on Computational Intelligence and AI in Games. 5, p. 155-163

Research output: Contribution to journalArticleResearchpeer-review

On the use of Non-Invasive Brain-Computer Interface Technology in Neurorehabilitation

Scherer, R., Solis-Escalante, T., Faller, J., Wagner, J., Seeber, M. & Müller-Putz, G., 7 Sep 2013, In : Biomedical Engineering / Biomedizinische Technik.

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., 2013, In : Biomedical Engineering / Biomedizinische Technik. 58 (Suppl. 1)

Research output: Contribution to journalArticleResearchpeer-review

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

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

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

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

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

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

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

2011

Impact of auditory distraction on user performance in a brain–computer interface driven by different mental tasks

Friedrich, E., Scherer, R., Sonnleitner, K. & Neuper, C., 2011, In : Clinical neurophysiology. p. 2003-2009

Research output: Contribution to journalArticleResearchpeer-review

Single trial classification of antagonistic oxyhemoglobin responses during mental arithmetic

Bauernfeind, G., Scherer, R., Pfurtscheller, G. & Neuper, C., 2011, In : Medical & biological engineering & computing. 49, 9, p. 979-984

Research output: Contribution to journalArticleResearchpeer-review

Use of sensitive devices to assess the effect of medication on attentional demands of precision and power grips in individuals with Parkinson disease.

Pradhan, S., Scherer, R., Matsuoka, Y. & Kelly, V., 2011, In : Medical & biological engineering & computing. p. 1195-1199

Research output: Contribution to journalArticleResearchpeer-review

2010

Temporal coding of brain patterns for direct limb control in humans

Müller-Putz, G., Scherer, R., Pfurtscheller, G. & Neuper, C., 2010, In : Frontiers in neuroscience. 4, p. 1-11

Research output: Contribution to journalArticleResearchpeer-review

The Hybrid BCI

Pfurtscheller, G., Allison, B. Z., Brunner, C., Bauernfeind, G., Solis Escalante, T., Scherer, R., Zander, T., Müller-Putz, G., Neuper, C. & Birbaumer, N., 2010, In : Frontiers in neuroprosthetics . 4, p. 1-11

Research output: Contribution to journalArticleResearchpeer-review

2009

Brain-Computer Interface Research at the University of Washington: EEG- and ECoG-Based Paradigms

Scherer, R., Darvas, F., Ojemann, J., Matsuoka, Y. & Rao, R. P. N., 2009, In : Journal of cybertherapy and rehabilitation. 2, 4, p. 289-298

Research output: Contribution to journalArticleResearch

2008

Better than random? A closer look on BCI results

Müller-Putz, G., Scherer, R., Brunner, C., Leeb, R. & Pfurtscheller, G., 2008, In : International journal of bioelectromagnetism. 10, 1, p. 52-55

Research output: Contribution to journalArticleResearch

Rehabilitation with Brain-Computer Interface Systems

Pfurtscheller, G., Müller-Putz, G., Scherer, R. & Neuper, C., 2008, In : Computer. 41, 10, p. 58-65

Research output: Contribution to journalArticleResearchpeer-review

Short-lived brain state after cued motor imagery in naive subjects

Pfurtscheller, G., Scherer, R., Müller-Putz, G. & Lopes da Silva, F. H., 2008, In : European journal of neuroscience. 28, p. 1419-1426

Research output: Contribution to journalArticleResearchpeer-review

Towards Self-Paced Brain-Computer Communication: Navigation through Virtual Worlds

Scherer, R., Lee, F. Y-T., Schlögl, A., Leeb, R., Bischof, H. & Pfurtscheller, G., 2008, In : IEEE transactions on biomedical engineering. 55, 2, p. 675-682

Research output: Contribution to journalArticleResearchpeer-review

2007

A fully automated correction method of EOG artifacts in EEG recordings

Schlögl, A., Keinrath, C., Zimmermann, D., Scherer, R., Leeb, R. & Pfurtscheller, G., 2007, In : Clinical neurophysiology. 118, 1, p. 98-104

Research output: Contribution to journalArticleResearchpeer-review

Brain-Computer Communication: Motivation, aim and impact of exploring a virtual apartment

Leeb, R., Lee, F. Y-T., Keinrath, C., Scherer, R., Bischof, H. & Pfurtscheller, G., 2007, In : IEEE transactions on neural systems and rehabilitation engineering. 15, 4, p. 473-482

Research output: Contribution to journalArticleResearchpeer-review

Self-initiation of EEG-based brain–computer communication using the heart rate response

Scherer, R., Müller-Putz, G. & Pfurtscheller, G., 2007, In : Journal of neural engineering. 4, 4, p. L23-L29

Research output: Contribution to journalArticleResearchpeer-review

Self-paced (asynchronous) BCI control of a wheelchair in Virtual Environments: A case study with a tetraplegic

Leeb, R., Friedman, D., Müller-Putz, G., Scherer, R., Slater, M. & Pfurtscheller, G., 2007, In : Computational intelligence and neuroscience. p. 1-8

Research output: Contribution to journalArticleResearchpeer-review

Sensorimotor EEG patterns during motor imagery in hemiparetic stroke patients

Scherer, R., Mohapp, A., Grieshofer, P., Pfurtscheller, G. & Neuper, C., 2007, In : International journal of bioelectromagnetism. 9, 3, p. 155-162

Research output: Contribution to journalArticleResearch

Study of discriminant analysis applied to motor imagery bipolar data.

Vidaurre, C., Schlögl, A., Scherer, R., Cabeza, R. & Pfurtscheller, G., 2007, In : Medical & biological engineering & computing. 45, 1, p. 61-68

Research output: Contribution to journalArticleResearchpeer-review

Study of on-line adaptive discriminant analysis for EEG-based brain computer interfaces

Vidaurre, C., Schlögl, A., Cabeza, R., Scherer, R. & Pfurtscheller, G., 2007, In : IEEE transactions on biomedical engineering. 54, p. 550-556

Research output: Contribution to journalArticleResearchpeer-review

The Self-paced Graz Brain-Computer Interface: Methods and Applications

Scherer, R., Schlögl, A., Lee, F. Y-T., Bischof, H., Grassi, D. & Pfurtscheller, G., 2007, In : Computational intelligence and neuroscience. p. 1-9

Research output: Contribution to journalArticleResearchpeer-review