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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Concepts for distributed learning of neural networks and/or transmission of parameterization updates therefor
TL;DR: In this paper, the present application is concerned with several aspects of improving the efficiency of distributed learning, and it is based on the work of the authors of the present paper, namely,
Proceedings ArticleDOI
Decomposition algorithms for analysing brain signals
TL;DR: A method to deal with non-stationary signals and the signal processing technique of independent component analysis (ICA) is reviewed, and EEG recordings of continuous auditory perception are used as illustration for the discussed algorithms.
Proceedings ArticleDOI
Multimodal imaging technique for rapid response brain-computer interface feedback
Seul-Ki Yeom,Siamac Fazli,Jan Mehnert,Benjamin Blankcrtz,Jens Steinbrink,Klaus-Robert Müller,Seong-Whan Lee +6 more
TL;DR: It is shown that even though there is high latency of NIRS signal in this proposed multimodal imaging technique, it can be reasonable system for real-time BCI.
Proceedings ArticleDOI
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 +6 more
TL;DR: A novel approach for measuring label noise and removing structured label noise is presented, which shows its usefulness for an EEG data set recorded during a standard d2 test for visual attention and is presented as a remedy to handle this crucial problem.