Data-Driven NeuroTechnology lab
Data-Driven NeuroTechnology lab
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EEG and Eye Tracking Signatures of Target Encoding during Structured Visual Search
EEG and eye tracking variables are potential sources of information about the underlying processes of target detection and storage …
Anne-Marie Brouwer
,
Maarten A. Hogervorst
,
Bob Oudejans
,
Anthony J. Ries
,
Jonathan Touryan
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DOI
Learning from label proportions in brain-computer interfaces: online unsupervised learning with guarantees
David Hübner
,
Thibault Verhoeven
,
Konstantin Schmid
,
Klaus-Robert Müller
,
Michael Tangermann
,
Pieter-Jan Kindermans
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Learning from Label Proportions in Brain-Computer Interfaces: Online Unsupervised Learning with Guarantees
David Hübner
,
Tibault Verhoeven
,
Konstantin Schmid
,
Klaus-Robert Müller
,
Michael Tangermann
,
Pieter-Jan Kindermans
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arXiv
URL
Workshops of the Sixth International Brain--Computer Interface Meeting: brain--computer interfaces past, present, and future
Jane E. Huggins
,
Christoph Guger
,
Mounia Ziat
,
Thorsten O. Zander
,
Denise Taylor
,
Michael Tangermann
,
Aureli Soria-Frisch
,
John Simeral
,
Reinhold Scherer
,
Rüdiger Rupp
,
Giulio Ruffini
,
Douglas K. R. Robinson
,
Nick F. Ramsey
,
Anton Nijholt
,
Gernot Müller-Putz
,
Dennis J. McFarland
,
Donatella Mattia
,
Brent J. Lance
,
Pieter-Jan Kindermans
,
Iñaki Iturrate
,
Christian Herff
,
Disha Gupta
,
An H. Do
,
Jennifer L. Collinger
,
Ricardo Chavarriaga
,
Steven M. Chase
,
Martin G. Bleichner
,
Aaron Batista
,
Charles W. Anderson
,
Erik J. Aarnoutse
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DOI
URL
Pre-Trial EEG-based Single-Trial Motor Performance Prediction to Enhance Neuroergonomics for a Hand Force Task
We propose a framework for building electrophysiological predictors of single-trial motor performance variations, exemplified for …
Andreas Meinel
,
Sebastián Castaño-Candamil
,
Janine Reis
,
Michael Tangermann
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DOI
URL
Towards Non-Invasive Hybrid Brain-Computer Interfaces: Framework, Practice, Clinical Application and Beyond
Gernot Müller-Putz
,
Robert Leeb
,
Michael Tangermann
,
Johannes Höhne
,
Andrea Kübler
,
Febo Cincotti
,
Donatella Mattia
,
Rüdiger Rupp
,
Klaus-Robert Müller
,
José del R. Millán
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DOI
URL
Broad-band visually evoked potentials: re(con)volution in brain-computer interfacing
Brain-computer interfaces (BCIs) allow users to control devices and communicate by using brain activity only. BCIs based on broad-band …
Jordy Thielen
,
Philip van den Broek
,
Jason Farquhar
,
Peter Desain
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DOI
URL
Solving the EEG inverse problem based on space-time-frequency structured sparsity constraints
Sebastián Castaño-Candamil
,
Johannes Höhne
,
Juan-David Martinez-Vargas
,
Xing-Wei An
,
German Castellanos-Dominguez
,
Stefan Haufe
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DOI
URL
Motor Imagery for Severely Motor-Impaired Patients: Evidence for Brain-Computer Interfacing as Superior Control Solution
Brain-Computer Interfaces (BCIs) strive to decode brain signals into control commands for severely handicapped people with no means of …
Johannes Höhne
,
Elisa Holz
,
Pit Staiger-Sälzer
,
Klaus-Robert Müller
,
Andrea Kübler
,
Michael Tangermann
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DOI
URL
True Zero-Training Brain-Computer Interfacing -- An Online Study
Despite several approaches to realize subject-to-subject transfer of pre-trained classifiers, the full performance of a Brain-Computer …
Pieter-Jan Kindermans
,
Martijn Schreuder
,
Benjamin Schrauwen
,
Klaus-Robert Müller
,
Michael Tangermann
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DOI
URL
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