Klaus-Robert Müller - Citas de Google Académico

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Coautores

Benjamin BlankertzTechnische Universität Berlin, Neurotechnology groupDirección de correo verificada de tu-berlin.de
Gunnar RätschProfessor, ETH ZürichDirección de correo verificada de inf.ethz.ch
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; and Distinguished Amazon ScholarDirección de correo verificada de tuebingen.mpg.de
Wojciech SamekHead of Machine Learning Group, Fraunhofer HHI, GermanyDirección de correo verificada de hhi.fraunhofer.de
Sebastian MikacomtravoDirección de correo verificada de comtravo.com
Alex SmolaAmazon Web ServicesDirección de correo verificada de smola.org
Motoaki KawanabeSenior Researcher, Advanced Telecommunications Research Institute InternationalDirección de correo verificada de atr.jp
Grégoire MontavonTechnische Universität BerlinDirección de correo verificada de tu-berlin.de
Andreas ZiehePostdoc researcher, TU BerlinDirección de correo verificada de cs.tu-berlin.de
Matthias KrauledatRhine-Waal University of Applied SciencesDirección de correo verificada de hochschule-rhein-waal.de
Frank C. MeineckeResearch Associate, TU BerlinDirección de correo verificada de tu-berlin.de
Carmen VidaurreBerlin University of TechnologyDirección de correo verificada de tu-berlin.de
Michael TangermannBrain State Decoding Lab and Autonomous Intelligent Systems Lab, University of Freiburg, GermanyDirección de correo verificada de blbt.uni-freiburg.de
Alexandre TkatchenkoProfessor of Physics, University of Luxembourg; Visiting Professor, Berlin Big Data CenterDirección de correo verificada de uni.lu
Guido NolteDept. of Neurophysiology and Pathophysiology, UKE, HamburgDirección de correo verificada de uke.de
Alexander BinderAssistant Prof., Singapore University of Technology and Design (SUTD)Dirección de correo verificada de sutd.edu.sg
José del R. MillánCarol Cockrell Curran Endowed Chair Professor, University of Texas at Austin, Dept of ECEDirección de correo verificada de austin.utexas.edu
Siamac FazliNazarbayev UniversityDirección de correo verificada de nu.edu.kz
Claudia SannelliMedtronicDirección de correo verificada de medtronic.com
Koji TsudaProfessor, GSFS, The University of TokyoDirección de correo verificada de k.u-tokyo.ac.jp

Klaus-Robert Müller

Professor for Machine Learning, TU Berlin, Germany and Korea University, Seoul, Korea and MPII

Dirección de correo verificada de tu-berlin.de

Machine learning artificial intelligence big data computational neuroscience


Título	Citado por	Año
Nonlinear component analysis as a kernel eigenvalue problem B Schölkopf, A Smola, KR Müller Neural computation 10 (5), 1299-1319, 1998	8425	1998
An introduction to kernel-based learning algorithms KR Muller, S Mika, G Ratsch, K Tsuda, B Scholkopf IEEE Transactions on Neural Networks 12 (2), 181 - 201, 2001	4135	2001
Efficient backprop Y LeCun, L Bottou, G Orr, KR Müller Neural networks: Tricks of the trade 7700, 9-53, 2012	3110	2012
Fisher discriminant analysis with kernels S Mika, G Ratsch, J Weston, B Scholkopf, KR Muller Neural Networks for Signal Processing IX, 1999. Proceedings of the 1999 IEEE …, 1999	3045	1999
Kernel principal component analysis B Schölkopf, A Smola, KR Müller Artificial Neural Networks—ICANN'97, 583-588, 1997	2106	1997
Optimizing spatial filters for robust EEG single-trial analysis B Blankertz, R Tomioka, S Lemm, M Kawanabe, KR Muller IEEE Signal processing magazine 25 (1), 41-56, 2007	1469	2007
Input space versus feature space in kernel-based methods B Schölkopf, S Mika, CJC Burges, P Knirsch, KR Müller, G Rätsch, ... IEEE transactions on neural networks 10 (5), 1000-1017, 1999	1469	1999
Soft margins for AdaBoost G Rätsch, T Onoda, KR Müller Machine learning 42 (3), 287-320, 2001	1350	2001
Predicting time series with support vector machines KR Müller, A Smola, G Rätsch, B Schölkopf, J Kohlmorgen, V Vapnik Artificial Neural Networks—ICANN'97, 999-1004, 1997	1091	1997
Kernel PCA and de-noising in feature spaces S Mika, B Schölkopf, AJ Smola, KR Müller, M Scholz, G Rätsch Advances in neural information processing systems, 536-542, 1999	1054	1999
Single-trial analysis and classification of ERP components—a tutorial B Blankertz, S Lemm, M Treder, S Haufe, KR Müller NeuroImage 56 (2), 814-825, 2011	856	2011
The connection between regularization operators and support vector kernels AJ Smola, B Schölkopf, KR Müller Neural networks 11 (4), 637-649, 1998	755	1998
The non-invasive Berlin brain–computer interface: fast acquisition of effective performance in untrained subjects B Blankertz, G Dornhege, M Krauledat, KR Müller, G Curio NeuroImage 37 (2), 539-550, 2007	737	2007
The BCI competition 2003: progress and perspectives in detection and discrimination of EEG single trials B Blankertz, KR Muller, G Curio, TM Vaughan, G Schalk, JR Wolpaw, ... IEEE transactions on biomedical engineering 51 (6), 1044-1051, 2004	727	2004
Fast and accurate modeling of molecular atomization energies with machine learning M Rupp, A Tkatchenko, KR Müller, OA Von Lilienfeld Physical review letters 108 (5), 058301, 2012	720	2012
The BCI competition III: Validating alternative approaches to actual BCI problems B Blankertz, KR Muller, DJ Krusienski, G Schalk, JR Wolpaw, A Schlogl, ... IEEE transactions on neural systems and rehabilitation engineering 14 (2 …, 2006	719	2006
On pixel-wise explanations for non-linear classifier decisions by layer-wise relevance propagation S Bach, A Binder, G Montavon, F Klauschen, KR Müller, W Samek PloS one 10 (7), e0130140, 2015	658	2015
Combining brain–computer interfaces and assistive technologies: state-of-the-art and challenges JR Millán, R Rupp, G Müller-Putz, R Murray-Smith, C Giugliemma, ... Frontiers in neuroscience 4, 161, 2010	657	2010
Toward Brain-Computer Interfacing G Dornhege, JR Millán, T Hinterberger, DJ McFarland, KR Müller The MIT Press, 2007	618	2007
Engineering support vector machine kernels that recognize translation initiation sites A Zien, G Rätsch, S Mika, B Schölkopf, T Lengauer, KR Müller Bioinformatics 16 (9), 799-807, 2000	593	2000

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