On the interpretation of weight vectors of linear models in multivariate neuroimaging S Haufe, F Meinecke, K Görgen, S Dähne, JD Haynes, B Blankertz, ... Neuroimage 87, 96-110, 2014 | 1312 | 2014 |
Linear and nonlinear regression techniques for simultaneous and proportional myoelectric control JM Hahne, F Biessmann, N Jiang, H Rehbaum, D Farina, FC Meinecke, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 22 (2 …, 2014 | 420 | 2014 |
Finding stationary subspaces in multivariate time series P Von Bünau, FC Meinecke, FC Király, KR Müller Physical review letters 103 (21), 214101, 2009 | 286 | 2009 |
Transferring subspaces between subjects in brain--computer interfacing W Samek, FC Meinecke, KR Müller IEEE Transactions on Biomedical Engineering 60 (8), 2289-2298, 2013 | 231 | 2013 |
Analysis of multimodal neuroimaging data F Biessmann, S Plis, FC Meinecke, T Eichele, KR Muller IEEE reviews in biomedical engineering 4, 26-58, 2011 | 186 | 2011 |
Estimating true brain connectivity from EEG/MEG data invariant to linear and static transformations in sensor space A Ewald, L Marzetti, F Zappasodi, FC Meinecke, G Nolte Neuroimage 60 (1), 476-488, 2012 | 156 | 2012 |
SPoC: a novel framework for relating the amplitude of neuronal oscillations to behaviorally relevant parameters S Dähne, FC Meinecke, S Haufe, J Höhne, M Tangermann, KR Müller, ... NeuroImage 86, 111-122, 2014 | 146 | 2014 |
A resampling approach to estimate the stability of one-dimensional or multidimensional independent components FC Meinecke, A Ziehe, M Kawanabe, KR Müller Biomedical Engineering, IEEE Transactions on 49 (12), 1514-1525, 2002 | 137 | 2002 |
From outliers to prototypes: ordering data S Harmeling, G Dornhege, D Tax, F Meinecke, KR Müller Neurocomputing 69 (13-15), 1608-1618, 2006 | 130 | 2006 |
Temporal kernel CCA and its application in multimodal neuronal data analysis F Bießmann, FC Meinecke, A Gretton, A Rauch, G Rainer, NK Logothetis, ... Machine Learning 79, 5-27, 2010 | 116 | 2010 |
Finding stationary brain sources in EEG data P Von Bünau, FC Meinecke, S Scholler, KR Müller 2010 annual international conference of the IEEE engineering in medicine and …, 2010 | 90 | 2010 |
Relationship between neural and hemodynamic signals during spontaneous activity studied with temporal kernel CCA Y Murayama, F Bieβmann, FC Meinecke, KR Müller, M Augath, ... Magnetic resonance imaging 28 (8), 1095-1103, 2010 | 85 | 2010 |
Measuring phase synchronization of superimposed signals FC Meinecke, A Ziehe, J Kurths, KR Müller Physical Review Letters 94 (8), 084102, 2005 | 79 | 2005 |
Feature extraction for change-point detection using stationary subspace analysis DAJ Blythe, P Von Bunau, FC Meinecke, KR Muller IEEE Transactions on Neural Networks and Learning Systems 23 (4), 631-643, 2012 | 66 | 2012 |
Blind source separation techniques for decomposing event-related brain signals KR Müller, R Vigário, F Meinecke, A Ziehe International Journal of Bifurcation and Chaos 14 (02), 773-791, 2004 | 65 | 2004 |
A mathematical model for the two-learners problem JS Müller, C Vidaurre, M Schreuder, FC Meinecke, P Von Bünau, ... Journal of neural engineering 14 (3), 036005, 2017 | 58 | 2017 |
Identifying interactions in mixed and noisy complex systems G Nolte, FC Meinecke, A Ziehe, KR Müller Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 73 (5 …, 2006 | 52 | 2006 |
Simultaneous and proportional control of 2D wrist movements with myoelectric signals JM Hahne, H Rehbaum, F Biessmann, FC Meinecke, KR Müller, N Jiang, ... 2012 IEEE international workshop on machine learning for signal processing, 1-6, 2012 | 48 | 2012 |
Integration of multivariate data streams with bandpower signals S Dähne, F Biessmann, FC Meinecke, J Mehnert, S Fazli, KR Müller IEEE Transactions on Multimedia 15 (5), 1001-1013, 2013 | 37 | 2013 |
Improved decoding of neural activity from fMRI signals using non-separable spatiotemporal deconvolutions F Bießmann, Y Murayama, NK Logothetis, KR Müller, FC Meinecke NeuroImage 61 (4), 1031-1042, 2012 | 29 | 2012 |