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SCIESCOPUS
A lower limb exoskeleton control system based on steady state visual evoked potentials

Kwak, No-Sang; Mueller, Klaus-Robert; Lee, Seong-Whan

ArticleIssue Date2015CitationJOURNAL OF NEURAL ENGINEERING, v.12, no.5PublisherIOP PUBLISHING LTD
SCIESCOPUS
A Scatter-Based Prototype Framework and Multi-Class Extension of Support Vector Machines

Jenssen, Robert; Kloft, Marius; Zien, Alexander; Sonnenburg, Soeren; Mueller, Klaus-Robert

ArticleIssue Date2012CitationPLOS ONE, v.7, no.10PublisherPUBLIC LIBRARY SCIENCE
SCIESCOPUS
Algebraic Geometric Comparison of Probability Distributions

Kiraly, Franz J.; von Buenau, Paul; Meinecke, Frank C.; Blythe, Duncan A. J.; Mueller, Klaus-Robert

ArticleIssue Date2012CitationJOURNAL OF MACHINE LEARNING RESEARCH, v.13, pp 855 - 903PublisherMICROTOME PUBL
SCISCIESCOPUS
Assessment and Validation of Machine Learning Methods for Predicting Molecular Atomization Energies

Hansen, Katja; Montavon, Gregoire; Biegler, Franziska; Fazli, Siamac; Rupp, Matthias; Scheffler, Matthias; von Lilienfeld, O. Anatole; Tkatchenko, Alexandre; Mueller, Klaus-Robert

ArticleIssue Date2013CitationJOURNAL OF CHEMICAL THEORY AND COMPUTATION, v.9, no.8, pp 3404 - 3419PublisherAMER CHEMICAL SOC
SCISCIESCOPUS
Comment on "Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning" Reply

Rupp, Matthias; Tkatchenko, Alexandre; Mueller, Klaus-Robert; von Lilienfeld, O. Anatole

ArticleIssue Date2012CitationPHYSICAL REVIEW LETTERS, v.109, no.5PublisherAMER PHYSICAL SOC
SCISCIESCOPUS
Decoding of top-down cognitive processing for SSVEP-controlled BMI

Min, Byoung-Kyong; Daehne, Sven; Ahn, Min-Hee; Noh, Yung-Kyun; Mueller, Klaus-Robert

ArticleIssue Date2016CitationSCIENTIFIC REPORTS, v.6PublisherNATURE PUBLISHING GROUP
SCIESCOPUS
Effect of higher frequency on the classification of steady-state visual evoked potentials

Won, Dong-Ok; Hwang, Han-Jeong; Daehne, Sven; Mueller, Klaus-Robert; Lee, Seong-Whan

ArticleIssue Date2016CitationJOURNAL OF NEURAL ENGINEERING, v.13, no.1PublisherIOP PUBLISHING LTD
SCIESCOPUS
Explorative data analysis for changes in neural activity

Blythe, Duncan A. J.; Meinecke, Frank C.; von Buenau, Paul; Mueller, Klaus-Robert

ArticleIssue Date2013CitationJOURNAL OF NEURAL ENGINEERING, v.10, no.2PublisherIOP PUBLISHING LTD
SCISCIESCOPUS
Finding Density Functionals with Machine Learning

Snyder, John C.; Rupp, Matthias; Hansen, Katja; Mueller, Klaus-Robert; Burke, Kieron

ArticleIssue Date2012CitationPHYSICAL REVIEW LETTERS, v.108, no.25PublisherAMER PHYSICAL SOC
SCISCIESCOPUS
Improved decoding of neural activity from fMRI signals using non-separable spatiotemporal deconvolutions

Biessmann, Felix; Murayama, Yusuke; Logothetis, Nikos K.; Mueller, Klaus-Robert; Meinecke, Frank C.

ArticleIssue Date2012CitationNEUROIMAGE, v.61, no.4, pp 1031 - 1042PublisherACADEMIC PRESS INC ELSEVIER SCIENCE
SCIESCOPUS
Insights from Classifying Visual Concepts with Multiple Kernel Learning

Binder, Alexander; Nakajima, Shinichi; Kloft, Marius; Mueller, Christina; Samek, Wojciech; Brefeld, Ulf; Mueller, Klaus-Robert; Kawanabe, Motoaki

ArticleIssue Date2012CitationPLOS ONE, v.7, no.8PublisherPUBLIC LIBRARY SCIENCE
SCISCIESCOPUS
Myoelectric Control of Artificial Limbs-Is There a Need to Change Focus?

Jiang, Ning; Dosen, Strahinja; Mueller, Klaus-Robert; Farina, Dario

ArticleIssue Date2012CitationIEEE SIGNAL PROCESSING MAGAZINE, v.29, no.5, pp 147 - 150PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCISCIESCOPUS
Optimizing transition states via kernel-based machine learning

Pozun, Zachary D.; Hansen, Katja; Sheppard, Daniel; Rupp, Matthias; Mueller, Klaus-Robert; Henkelman, Graeme

ArticleIssue Date2012CitationJOURNAL OF CHEMICAL PHYSICS, v.136, no.17PublisherAMER INST PHYSICS
SCISCIESCOPUS
Orbital-free bond breaking via machine learning

Snyder, John C.; Rupp, Matthias; Hansen, Katja; Blooston, Leo; Mueller, Klaus-Robert; Burke, Kieron

ArticleIssue Date2013CitationJOURNAL OF CHEMICAL PHYSICS, v.139, no.22PublisherAMER INST PHYSICS
SCIESCOPUS
Single-trial analysis of the neural correlates of speech quality perception

Porbadnigk, Anne K.; Treder, Matthias S.; Blankertz, Benjamin; Antons, Jan-Niklas; Schleicher, Robert; Moeller, Sebastian; Curio, Gabriel; Mueller, Klaus-Robert

ArticleIssue Date2013CitationJOURNAL OF NEURAL ENGINEERING, v.10, no.5PublisherIOP PUBLISHING LTD
SCISCIESCOPUS
Spatial Filtering for Robust Myoelectric Control

Hahne, Janne Mathias; Graimann, Bernhard; Mueller, Klaus-Robert

ArticleIssue Date2012CitationIEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, v.59, no.5, pp 1436 - 1443PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Spatio-temporal dynamics of multimodal EEG-fNIRS signals in the loss and recovery of consciousness under sedation using midazolam and propofol

Yeom, Seul-Ki; Won, Dong-Ok; Chi, Seong In; Seo, Kwang-Suk; Kim, Hyun Jeong; Mueller, Klaus-Robert; Lee, Seong-Whan

ArticleIssue Date2017CitationPLOS ONE, v.12, no.11PublisherPUBLIC LIBRARY SCIENCE
SCISCIESCOPUS
Toward a Direct Measure of Video Quality Perception Using EEG

Scholler, Simon; Bosse, Sebastian; Treder, Matthias Sebastian; Blankertz, Benjamin; Curio, Gabriel; Mueller, Klaus-Robert; Wiegand, Thomas

ArticleIssue Date2012CitationIEEE TRANSACTIONS ON IMAGE PROCESSING, v.21, no.5, pp 2619 - 2629PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
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