C
Clemens Brunner
Researcher at University of Graz
Publications - 101
Citations - 8245
Clemens Brunner is an academic researcher from University of Graz. The author has contributed to research in topics: Brain–computer interface & Independent component analysis. The author has an hindex of 34, co-authored 97 publications receiving 7088 citations. Previous affiliations of Clemens Brunner include Graz University of Technology & University of California, San Diego.
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Mu rhythm (de)synchronization and EEG single-trial classification of different motor imagery tasks
TL;DR: The discrimination between the four motor imagery tasks based on classification of single EEG trials improved when, in addition to event-related desynchronization (ERD), event- related synchronization (ERS) patterns were induced in at least one or two tasks.
Journal ArticleDOI
Review of the BCI Competition IV
Michael Tangermann,Klaus-Robert Müller,Ad Aertsen,Niels Birbaumer,Christoph Braun,Christoph Braun,Clemens Brunner,Clemens Brunner,Robert Leeb,Carsten Mehring,Carsten Mehring,Kai J. Miller,Gernot Müller-Putz,Guido Nolte,Gert Pfurtscheller,Hubert Preissl,Hubert Preissl,Gerwin Schalk,Alois Schlögl,Carmen Vidaurre,Stephan Waldert,Stephan Waldert,Stephan Waldert,Benjamin Blankertz +23 more
TL;DR: The BCI competition IV stands in the tradition of prior BCI competitions that aim to provide high quality neuroscientific data for open access to the scientific community and it is the hope that winning entries may enhance the analysis methods of future BCIs.
Journal ArticleDOI
The Hybrid BCI
Gert Pfurtscheller,Brendan Z. Allison,Clemens Brunner,Günther Bauernfeind,Teodoro Solis-Escalante,Reinhold Scherer,Thorsten O. Zander,Gernot Mueller-Putz,Christa Neuper,Niels Birbaumer +9 more
TL;DR: A hybrid BCI that simultaneously combines ERD and SSVEP BCIs is described, in which subjects could use a brain switch to control anSSVEP-based hand orthosis and about half the false positives encountered while using the SSVEp BCI alone are exhibited.
Journal ArticleDOI
Rehabilitation of gait after stroke: a review towards a top-down approach.
Juan-Manuel Belda-Lois,Silvia Mena del Horno,Ignacio Bermejo-Bosch,Juan Moreno,Jose L Pons,Dario Farina,Marco Iosa,Marco Molinari,Federica Tamburella,Ander Ramos,Andrea Caria,Teodoro Solis-Escalante,Clemens Brunner,Massimiliano Rea +13 more
TL;DR: This document provides a review of the techniques and therapies used in gait rehabilitation after stroke and examines the possible benefits of including assistive robotic devices and brain-computer interfaces in this field, according to a top-down approach, in which rehabilitation is driven by neural plasticity.
BCI Competition 2008 { Graz data set B
Robert Leeb,Clemens Brunner +1 more
TL;DR: This data set consists of EEG data from 9 subjects and the cue-based BCI paradigm consisted of four different motor imagery tasks, namely the imagination of movement of the left hand, right hand, both feet, and tongue.