Claudia Sannelli

According to our database, Claudia Sannelli authored at least 10 papers between 2009 and 2015.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2015

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

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

Proceedings of the 2014 International Winter Workshop on Brain-Computer Interface, 2014

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

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013

Optimizing Spatial Filters to reduce BCI Inefficiency.

Claudia Sannelli

PhD thesis, 2013

2012

Common Spatial Pattern Patches: Online evaluation on BCI-naive users.

Claudia Sannelli, Carmen Vidaurre, Klaus-Robert Müller, Benjamin Blankertz

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

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

Machine-Learning-Based Coadaptive Calibration for Brain-Computer Interfaces.

Carmen Vidaurre, Claudia Sannelli, Klaus-Robert Müller, Benjamin Blankertz

Neural Comput., 2011

2010

Neurophysiological predictor of SMR-based BCI performance.

Benjamin Blankertz, Claudia Sannelli, Sebastian Halder, Eva M. Hammer, Andrea Kübler, Klaus-Robert Müller, Gabriel Curio, Thorsten Dickhaus

NeuroImage, 2010

Machine-Learning Based Co-adaptive Calibration: A Perspective to Fight BCI Illiteracy.

Carmen Vidaurre, Claudia Sannelli, Klaus-Robert Müller, Benjamin Blankertz

Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

2009

Improving BCI performance by task-related trial pruning.

Claudia Sannelli, Mikio L. Braun, Klaus-Robert Müller

Neural Networks, 2009