K
Klaus-Robert Müller
Researcher at Technical University of Berlin
Publications - 799
Citations - 98394
Klaus-Robert Müller is an academic researcher from Technical University of Berlin. The author has contributed to research in topics: Artificial neural network & Computer science. The author has an hindex of 129, co-authored 764 publications receiving 79391 citations. Previous affiliations of Klaus-Robert Müller include Korea University & University of Tokyo.
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Controlling Explanatory Heatmap Resolution and Semantics via Decomposition Depth
TL;DR: In this article, the authors compare the image perception and prediction strategies of deep convolutional neural networks and Fisher vector classifiers with the use of visualized heatmaps and demonstrate the impact of different choices of decomposition cut-off points during the LRP-process.
Classification of Time-Embedded EEG Using Short-Time Principal Component Analysis
Guido Dornhege,José del R. Millán,Thilo Hinterberger,Dennis J. McFarland,Klaus-Robert Müller +4 more
TL;DR: The time-embedding of EEG samples is investigated prior to STPCA, resulting in a representation that captures EEG variations in space and time, and the resulting features of the analysis are classified via a standard linear discriminant analysis (LDA).
Proceedings ArticleDOI
Mean shrinkage improves the classification of ERP signals by exploiting additional label information
TL;DR: This work proposes a novel classification approach which exploits subclass-specific features using mean shrinkage and shows that this novel approach outperforms the standard LDA approach, while being computationally highly efficient.
Journal ArticleDOI
A benchmark data set for in silico prediction of ames mutagenicity
BookDOI
Recent Progress in Brain and Cognitive Engineering
TL;DR: This book discusses the development of non-invasive brain-machine interfacing technology, current trends in memory Implantation and Rehabilitation, and the limits of multimodal neuroimaging for Brain Computer Interfaces.