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Andreas Ziehe
Andreas Ziehe
Postdoc researcher, TU Berlin
Verified email at cs.tu-berlin.de
Title
Cited by
Cited by
Year
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
7142001
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
5562008
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
5171998
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
3312004
Unmixing hyperspectral data
L Parra, C Spence, P Sajda, A Ziehe, KR Müller
Advances in neural information processing systems 12, 1999
2021999
Kernel-based nonlinear blind source separation
S Harmeling, A Ziehe, M Kawanabe, KR Müller
Neural Computation 15 (5), 1089-1124, 2003
1852003
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
1742000
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
1712012
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
1702012
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
1562008
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
1332002
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
1072003
Adaptive on-line learning in changing environments
N Murata, KR Müller, A Ziehe, S Amari
Advances in Neural Information Processing Systems 9, 1996
1061996
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
942000
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
931998
JADE_< TD>: Combining higher-order statistics and temporal information for blind source separation (with noise)
KR Muller
Proc. Int. Workshop on Independent Component Analysis and Blind Source …, 1999
881999
Measuring phase synchronization of superimposed signals
FC Meinecke, A Ziehe, J Kurths, KR Müller
Physical Review Letters 94 (8), 084102, 2005
792005
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
762010
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
762002
Blind source separation techniques for decomposing event-related brain signals
KR Müller, R Vigario, F Meinecke, A Ziehe
International Journal of Bifurcation and Chaos 14 (02), 773-791, 2004
632004
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Articles 1–20