Optimizing spatio-temporal filters for improving Brain-Computer Interfacing. - Guido Dornhege; Benjamin Blankertz; Matthias Krauledat; Florian Losch; Gabriel Curio; Klaus-Robert Müller (NIPS, 2005)

Importance-Weighted Cross-Validation for Covariate Shift. - Masashi Sugiyama; Benjamin Blankertz; Matthias Krauledat; Guido Dornhege; Klaus-Robert Müller (DAGM-Symposium, 2006)

On-line Differentiation Of Neuroelectric Activities: Algorithms And applications. - Matthias Krauledat; Benjamin Blankertz; Guido Dornhege; Michael Tangermann; Gabriel Curio; Klaus-Robert Müller (EMBC (Supplement), 2006)

Reducing Calibration Time For Brain-Computer Interfaces: A Clustering Approach. - Matthias Krauledat; Michael Schröder 002; Benjamin Blankertz; Klaus-Robert Müller (NIPS, 2006)

The Berlin Brain-Computer Interface: Machine Learning Based Detection of User Specific Brain States. - Benjamin Blankertz; Guido Dornhege; Steven Lemm; Matthias Krauledat; Gabriel Curio; Klaus-Robert Müller (J. Univers. Comput. Sci., 2006)

Combined Optimization of Spatial and Temporal Filters for Improving Brain-Computer Interfacing. - Guido Dornhege; Benjamin Blankertz; Matthias Krauledat; Florian Losch; Gabriel Curio; Klaus-Robert Müller (IEEE Trans. Biomed. Eng., 2006)

A Note on Brain Actuated Spelling with the Berlin Brain-Computer Interface. - Benjamin Blankertz; Matthias Krauledat; Guido Dornhege; John Williamson 001; Roderick Murray-Smith; Klaus-Robert Müller (HCI (6), 2007)

Machine Learning and Applications for Brain-Computer Interfacing. - Klaus-Robert Müller; Matthias Krauledat; Guido Dornhege; Gabriel Curio; Benjamin Blankertz (HCI (8), 2007)

Covariate Shift Adaptation by Importance Weighted Cross Validation. - Masashi Sugiyama; Matthias Krauledat; Klaus-Robert Müller (J. Mach. Learn. Res., 2007)

The non-invasive Berlin Brain-Computer Interface: Fast acquisition of effective performance in untrained subjects. - Benjamin Blankertz; Guido Dornhege; Matthias Krauledat; Klaus-Robert Müller; Gabriel Curio (NeuroImage, 2007)

Playing Pinball with non-invasive BCI. - Michael Tangermann; Matthias Krauledat; Konrad Grzeska; Max Sagebaum; Benjamin Blankertz; Carmen Vidaurre; Klaus-Robert Müller (NIPS, 2008)

The Berlin Brain-Computer Interface. - Benjamin Blankertz; Michael Tangermann; Florin Popescu; Matthias Krauledat; Siamac Fazli; Márton Dónaczy; Gabriel Curio; Klaus-Robert Müller (WCCI, 2008)

The Berlin Brain-Computer Interface: Accurate Performance From First-Session in BCI-NaÏve Subjects. - Benjamin Blankertz; Florian Losch; Matthias Krauledat; Guido Dornhege; Gabriel Curio; Klaus-Robert Müller (IEEE Trans. Biomed. Eng., 2008)

Analysis of nonstationarities in EEG signals for improving brain-computer interface performance. - Matthias Krauledat (2008)

Designing for uncertain, asymmetric control: Interaction design for brain-computer interfaces. - John Williamson 001; Roderick Murray-Smith; Benjamin Blankertz; Matthias Krauledat; Klaus-Robert Müller (Int. J. Hum. Comput. Stud., 2009)

Effects of Dataset properties on the training of GANs. - Ilya Kamenshchikov; Matthias Krauledat (CoRR, 2018)

Towards Computer-Vision-Based Learning from Demonstration (CVLfD): Chess Piece Recognition. - Regina Wolff; Anoshan Indreswaran; Matthias Krauledat; Ronny Hartanto (J. Comput., 2019)

eegFloss: A Python package for refining sleep EEG recordings using machine learning models. - Niloy Sikder; Paul Zerr; Mahdad Jafarzadeh Esfahani; Martin Dresler; Matthias Krauledat (CoRR, 2025)