Andreas Ziehe
Andreas Ziehe
Postdoc researcher, TU Berlin
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An approach to blind source separation based on temporal structure of speech signals
N Murata, S Ikeda, A Ziehe
Neurocomputing 41 (1-4), 1-24, 2001
Robustly estimating the flow direction of information in complex physical systems
G Nolte, A Ziehe, VV Nikulin, A Schlögl, N Krämer, T Brismar, KR Müller
Physical review letters 100 (23), 234101, 2008
TDSEP—an efficient algorithm for blind separation using time structure
A Ziehe, KR Müller
ICANN 98: Proceedings of the 8th International Conference on Artificial …, 1998
A fast algorithm for joint diagonalization with non-orthogonal transformations and its application to blind source separation
A Ziehe, P Laskov, G Nolte, KR MÞller
Journal of Machine Learning Research 5 (Jul), 777-800, 2004
Unmixing hyperspectral data
L Parra, C Spence, P Sajda, A Ziehe, KR Müller
Advances in neural information processing systems 12, 1999
Learning invariant representations of molecules for atomization energy prediction
G Montavon, K Hansen, S Fazli, M Rupp, F Biegler, A Ziehe, ...
Advances in neural information processing systems 25, 2012
Kernel-based nonlinear blind source separation
S Harmeling, A Ziehe, M Kawanabe, KR Müller
Neural Computation 15 (5), 1089-1124, 2003
The 2011 signal separation evaluation campaign (SiSEC2011):-audio source separation
S Araki, F Nesta, E Vincent, Z Koldovský, G Nolte, A Ziehe, A Benichoux
Latent Variable Analysis and Signal Separation: 10th International …, 2012
Artifact reduction in magnetoneurography based on time-delayed second-order correlations
A Ziehe, KR Muller, G Nolte, BM Mackert, G Curio
IEEE Transactions on biomedical Engineering 47 (1), 75-87, 2000
Combining sparsity and rotational invariance in EEG/MEG source reconstruction
S Haufe, VV Nikulin, A Ziehe, KR Müller, G Nolte
NeuroImage 42 (2), 726-738, 2008
A resampling approach to estimate the stability of one-dimensional or multidimensional independent components
F Meinecke, A Ziehe, M Kawanabe, KR Muller
IEEE transactions on biomedical engineering 49 (12), 1514-1525, 2002
Blind separation of post-nonlinear mixtures using linearizing transformations and temporal decorrelation
A Ziehe, M Kawanabe, S Harmeling, KR Müller
The Journal of Machine Learning Research 4, 1319-1338, 2003
Adaptive on-line learning in changing environments
N Murata, KR Müller, A Ziehe, S Amari
Advances in neural information processing systems 9, 1996
Combining time-delayed decorrelation and ICA: Towards solving the cocktail party problem
TW Lee, A Ziehe, R Orglmeister, T Sejnowski
Proceedings of the 1998 IEEE International Conference on Acoustics, Speech …, 1998
JADE-TD: Combining higher-order statistics and temporal information for blind source separation (with noise)
KR Müller, P Philips, A Ziehe
Independent component analysis of noninvasively recorded cortical magnetic DC-fields in humans
G WUbbeler, A Ziehe, BM Mackert, KR Muller, L Trahms, C Curio
IEEE Transactions on biomedical Engineering 47 (5), 594-599, 2000
Comparison of granger causality and phase slope index
G Nolte, A Ziehe, N Krämer, F Popescu, KR Müller
Causality: objectives and assessment, 267-276, 2010
On-line learning in changing environments with applications in supervised and unsupervised learning
N Murata, M Kawanabe, A Ziehe, KR Müller, S Amari
Neural Networks 15 (4-6), 743-760, 2002
Measuring phase synchronization of superimposed signals
FC Meinecke, A Ziehe, J Kurths, KR Müller
Physical Review Letters 94 (8), 084102, 2005
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
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