Improving BCI performance by task-related trial pruning. - Claudia Sannelli; Mikio L. Braun; Klaus-Robert Müller (Neural Networks, 2009)

Machine-Learning Based Co-adaptive Calibration: A Perspective to Fight BCI Illiteracy. - Carmen Vidaurre; Claudia Sannelli; Klaus-Robert Müller; Benjamin Blankertz (HAIS (1), 2010)

Neurophysiological predictor of SMR-based BCI performance. - Benjamin Blankertz; Claudia Sannelli; Sebastian Halder 001; Eva M. Hammer; Andrea Kübler; Klaus-Robert Müller; Gabriel Curio; Thorsten Dickhaus (NeuroImage, 2010)

Machine-Learning-Based Coadaptive Calibration for Brain-Computer Interfaces. - Carmen Vidaurre; Claudia Sannelli; Klaus-Robert Müller; Benjamin Blankertz (Neural Comput., 2011)

Large-scale EEG/MEG source localization with spatial flexibility. - Stefan Haufe; Ryota Tomioka; Thorsten Dickhaus; Claudia Sannelli; Benjamin Blankertz; Guido Nolte; Klaus-Robert Müller (NeuroImage, 2011)

Common Spatial Pattern Patches: Online evaluation on BCI-naive users. - Claudia Sannelli; Carmen Vidaurre; Klaus-Robert Müller; Benjamin Blankertz (EMBC, 2012)

Optimizing Spatial Filters to reduce BCI Inefficiency. - Claudia Sannelli (2013)

Learning and Evaluation in Presence of Non-i.i.d. Label Noise. - Nico Görnitz; Anne Porbadnigk; Alexander Binder; Claudia Sannelli; Mikio L. Braun; Klaus-Robert Müller; Marius Kloft (AISTATS, 2014)

When brain and behavior disagree: Tackling systematic label noise in EEG data with machine learning. - Anne K. Porbadnigk; Nico Görnitz; Claudia Sannelli; Alexander Binder; Mikio L. Braun; Marius Kloft; Klaus-Robert Müller (BCI, 2014)

Extracting latent brain states - Towards true labels in cognitive neuroscience experiments. - Anne K. Porbadnigk; Nico Görnitz; Claudia Sannelli; Alexander Binder; Mikio L. Braun; Marius Kloft; Klaus-Robert Müller (NeuroImage, 2015)