Claudia Sannelli

发表

Extracting latent brain states — Towards true labels in cognitive neuroscience experiments

Alexander Binder, Marius Kloft, Klaus-Robert Müller, 2015, NeuroImage.

Large-scale EEG/MEG source localization with spatial flexibility

Stefan Haufe, Klaus-Robert Müller, Benjamin Blankertz, 2011, NeuroImage.

Learning and Evaluation in Presence of Non-i.i.d. Label Noise

Alexander Binder, Klaus-Robert Müller, Marius Kloft, 2014, AISTATS.

Detecting Mental States by Machine Learning Techniques: The Berlin Brain-Computer Interface

Klaus-Robert Müller, Gabriel Curio, Benjamin Blankertz, 2009 .

Co-adaptive calibration to improve BCI efficiency

Klaus-Robert Müller, Benjamin Blankertz, Carmen Vidaurre, 2011, Journal of neural engineering.

Localization of class-related mu-rhythm desynchronization in motor imagery based Brain-Computer Interface sessions

Stefan Haufe, Benjamin Blankertz, Guido Nolte, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Improving BCI performance by task-related trial pruning

Klaus-Robert Müller, Mikio L. Braun, Claudia Sannelli, 2009, Neural Networks.

Common spatial pattern patches - An optimized filter ensemble for adaptive brain-computer interfaces

Benjamin Blankertz, Klaus-Robert Muller, Carmen Vidaurre, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

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

Klaus-Robert Müller, Benjamin Blankertz, Carmen Vidaurre, 2011, Neural Computation.

CSP patches: an ensemble of optimized spatial filters. An evaluation study

Klaus-Robert Müller, Benjamin Blankertz, Carmen Vidaurre, 2011, Journal of neural engineering.

Neurophysiological predictor of SMR-based BCI performance

Klaus-Robert Müller, Gabriel Curio, Benjamin Blankertz, 2010, NeuroImage.

A large scale screening study with a SMR-based BCI: Categorization of BCI users and differences in their SMR activity

Klaus-Robert Müller, Benjamin Blankertz, Carmen Vidaurre, 2019, PloS one.

Parieto-occipital alpha power indexes distraction during simulated car driving

Stefan Haufe, Gabriel Curio, Michael Tangermann, 2008 .

Ensembles of adaptive spatial filters increase BCI performance: an online evaluation

Klaus-Robert Müller, Benjamin Blankertz, Carmen Vidaurre, 2016, Journal of neural engineering.

Brain-Computer Interface - Motor Imagery Data

Benjamin Blankertz, Sebastian Halder, Andrea Kübler, 2019 .

The Berlin Brain–Computer Interface: Non-Medical Uses of BCI Technology

Stefan Haufe, Klaus-Robert Müller, Gabriel Curio, 2010, Front. Neurosci..

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

Klaus-Robert Müller, Benjamin Blankertz, Carmen Vidaurre, 2010, HAIS.

Optimizing Spatial Filters to reduce BCI Inefficiency

Claudia Sannelli, C. Sannelli, 2013 .

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

Klaus-Robert Müller, Benjamin Blankertz, Carmen Vidaurre, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

On Optimal Channel Configurations for SMR-based Brain–Computer Interfaces

Klaus-Robert Müller, Benjamin Blankertz, Thorsten Dickhaus, 2010, Brain Topography.

When brain and behavior disagree: Tackling systematic label noise in EEG data with machine learning

Alexander Binder, Anne K. Porbadnigk, Claudia Sannelli, 2014, 2014 International Winter Workshop on Brain-Computer Interface (BCI).

Estimating Noise and Dimensionality in BCI Data Sets : Towards Illiteracy Comprehension

Klaus-Robert Müller, Michael Tangermann, Claudia Sannelli, 2008 .

Immediate brain plasticity after one hour of brain–computer interface (BCI)

Arno Villringer, Carmen Vidaurre, Claudia Sannelli, 2019, The Journal of physiology.

Machine-Learning Based Co-adaptive Calibration : Towards a Cure for BCI illiteracy

Klaus-Robert Müller, Benjamin Blankertz, Carmen Vidaurre, 2010 .