Localizing and Estimating Causal Relations of Interacting Brain Rhythms

Por Nolte, Guido, Müller, Klaus-Robert
Publicado em 2010

The need for novel informatics tools for integrating and planning research in molecular and cellular cognition

Por Silva, Alcino J., Müller, Klaus-Robert
Publicado no Learn Mem (2015)

Corrigendum: The need for novel informatics tools for integrating and planning research in molecular and cellular cognition

Por Silva, Alcino J., Müller, Klaus-Robert
Publicado no Learn Mem (2016)

Neural networks tricks of the trade /

Por Montavon, Grégoire., Orr, Geneviève., Müller, Klaus-Robert.
Publicado em 2012

A Generalized Framework for Quantifying the Dynamics of EEG Event-Related Desynchronization

Por Lemm, Steven, Müller, Klaus-Robert, Curio, Gabriel
Publicado em 2009

Recent advances in brain–machine interfaces

Por Isa, Tadashi, Fetz, Eberhard E., Müller, Klaus-Robert
Publicado em 2009

A convolutional neural network for steady state visual evoked potential classification under ambulatory environment

Por Kwak, No-Sang, Müller, Klaus-Robert, Lee, Seong-Whan
Publicado no PLoS One (2017)

Towards Zero Training for Brain-Computer Interfacing

Por Krauledat, Matthias, Tangermann, Michael, Blankertz, Benjamin, Müller, Klaus-Robert
Publicado em 2008

Real-time robustness evaluation of regression based myoelectric control against arm position change and donning/doffing

Por Hwang, Han-Jeong, Hahne, Janne Mathias, Müller, Klaus-Robert
Publicado no PLoS One (2017)

Three-Way Analysis of Spectrospatial Electromyography Data: Classification and Interpretation

Por Kauppi, Jukka-Pekka, Hahne, Janne, Müller, Klaus-Robert, Hyvärinen, Aapo
Publicado no PLoS One (2015)

Robust Statistical Detection of Power-Law Cross-Correlation

Por Blythe, Duncan A. J., Nikulin, Vadim V., Müller, Klaus-Robert
Publicado no Sci Rep (2016)

Modeling of molecular atomization energies using machine learning

Por Rupp, Matthias, Tkatchenko, Alexandre, Müller, Klaus-Robert, von Lilienfeld, O Anatole
Publicado em 2012

A Scatter-Based Prototype Framework and Multi-Class Extension of Support Vector Machines

Por Jenssen, Robert, Kloft, Marius, Zien, Alexander, Sonnenburg, Sören, Müller, Klaus-Robert
Publicado em 2012

An Efficient ERP-Based Brain-Computer Interface Using Random Set Presentation and Face Familiarity

Por Yeom, Seul-Ki, Fazli, Siamac, Müller, Klaus-Robert, Lee, Seong-Whan
Publicado no PLoS One (2014)

ML2Motif—Reliable extraction of discriminative sequence motifs from learning machines

Por Vidovic, Marina M. -C., Kloft, Marius, Müller, Klaus-Robert, Görnitz, Nico
Publicado no PLoS One (2017)

"What is relevant in a text document?": An interpretable machine learning approach

Por Arras, Leila, Horn, Franziska, Montavon, Grégoire, Müller, Klaus-Robert, Samek, Wojciech
Publicado no PLoS One (2017)

Directional Variance Adjustment: Bias Reduction in Covariance Matrices Based on Factor Analysis with an Application to Portfolio Optimization

Por Bartz, Daniel, Hatrick, Kerr, Hesse, Christian W., Müller, Klaus-Robert, Lemm, Steven
Publicado em 2013

True Zero-Training Brain-Computer Interfacing – An Online Study

Por Kindermans, Pieter-Jan, Schreuder, Martijn, Schrauwen, Benjamin, Müller, Klaus-Robert, Tangermann, Michael
Publicado em 2014

Predicting BCI Subject Performance Using Probabilistic Spatio-Temporal Filters

Por Suk, Heung-Il, Fazli, Siamac, Mehnert, Jan, Müller, Klaus-Robert, Lee, Seong-Whan
Publicado em 2014

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

Por Bach, Sebastian, Binder, Alexander, Montavon, Grégoire, Klauschen, Frederick, Müller, Klaus-Robert, Samek, Wojciech
Publicado no PLoS One (2015)