Matthias Krauledat

18 papers Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
eegFloss: A Python package for refining sleep EEG recordings using machine learning models.
CoRR
Niloy Sikder, Paul Zerr, Mahdad Jafarzadeh Esfahani, Martin Dresler, Matthias Krauledat
2019 J jnl
Towards Computer-Vision-Based Learning from Demonstration (CVLfD): Chess Piece Recognition.
J. Comput.
Regina Wolff, Anoshan Indreswaran, Matthias Krauledat, Ronny Hartanto
2018 J jnl
Effects of Dataset properties on the training of GANs.
CoRR
Ilya Kamenshchikov, Matthias Krauledat
2009 J jnl
Designing for uncertain, asymmetric control: Interaction design for brain-computer interfaces.
Int. J. Hum. Comput. Stud.
John Williamson, Roderick Murray-Smith, Benjamin Blankertz, Matthias Krauledat, Klaus-Robert Müller
2008 — —
Analysis of nonstationarities in EEG signals for improving brain-computer interface performance.
Matthias Krauledat
2008 — conf
Playing Pinball with non-invasive BCI.
NIPS
Michael Tangermann, Matthias Krauledat, Konrad Grzeska, Max Sagebaum, Benjamin Blankertz, Carmen Vidaurre, Klaus-Robert Müller
2008 — conf
The Berlin Brain-Computer Interface.
WCCI
Benjamin Blankertz, Michael Tangermann, Florin Popescu, Matthias Krauledat, Siamac Fazli, Márton Dónaczy, Gabriel Curio, Klaus-Robert Müller
2008 J jnl
The Berlin Brain-Computer Interface: Accurate Performance From First-Session in BCI-NaÏve Subjects.
IEEE Trans. Biomed. Eng.
Benjamin Blankertz, Florian Losch, Matthias Krauledat, Guido Dornhege, Gabriel Curio, Klaus-Robert Müller
2007 — conf
A Note on Brain Actuated Spelling with the Berlin Brain-Computer Interface.
HCI (6)
Benjamin Blankertz, Matthias Krauledat, Guido Dornhege, John Williamson, Roderick Murray-Smith, Klaus-Robert Müller
2007 J jnl
Covariate Shift Adaptation by Importance Weighted Cross Validation.
J. Mach. Learn. Res.
Masashi Sugiyama, Matthias Krauledat, Klaus-Robert Müller
2007 — conf
Machine Learning and Applications for Brain-Computer Interfacing.
HCI (8)
Klaus-Robert Müller, Matthias Krauledat, Guido Dornhege, Gabriel Curio, Benjamin Blankertz
2007 J jnl
The non-invasive Berlin Brain-Computer Interface: Fast acquisition of effective performance in untrained subjects.
NeuroImage
Benjamin Blankertz, Guido Dornhege, Matthias Krauledat, Klaus-Robert Müller, Gabriel Curio
2006 J jnl
Combined Optimization of Spatial and Temporal Filters for Improving Brain-Computer Interfacing.
IEEE Trans. Biomed. Eng.
Guido Dornhege, Benjamin Blankertz, Matthias Krauledat, Florian Losch, Gabriel Curio, Klaus-Robert Müller
2006 — conf
Importance-Weighted Cross-Validation for Covariate Shift.
DAGM-Symposium
Masashi Sugiyama, Benjamin Blankertz, Matthias Krauledat, Guido Dornhege, Klaus-Robert Müller
2006 — conf
On-line Differentiation Of Neuroelectric Activities: Algorithms And applications.
EMBC (Supplement)
Matthias Krauledat, Benjamin Blankertz, Guido Dornhege, Michael Tangermann, Gabriel Curio, Klaus-Robert Müller
2006 — conf
Reducing Calibration Time For Brain-Computer Interfaces: A Clustering Approach.
NIPS
Matthias Krauledat, Michael Schröder, Benjamin Blankertz, Klaus-Robert Müller
2006 J jnl
The Berlin Brain-Computer Interface: Machine Learning Based Detection of User Specific Brain States.
J. Univers. Comput. Sci.
Benjamin Blankertz, Guido Dornhege, Steven Lemm, Matthias Krauledat, Gabriel Curio, Klaus-Robert Müller
2005 — conf
Optimizing spatio-temporal filters for improving Brain-Computer Interfacing.
NIPS
Guido Dornhege, Benjamin Blankertz, Matthias Krauledat, Florian Losch, Gabriel Curio, Klaus-Robert Müller