Adaptive On-line Learning in Changing Environments. - Noboru Murata; Klaus-Robert Müller; Andreas Ziehe; Shun-ichi Amari (NIPS, 1996)

Combining time-delayed decorrelation and ICA: towards solving the cocktail party problem. - Te-Won Lee; Andreas Ziehe; Reinhold Orglmeister; Terrence J. Sejnowski (ICASSP, 1998)

Unmixing Hyperspectral Data. - Lucas C. Parra; Clay Spence; Paul Sajda; Andreas Ziehe; Klaus-Robert Müller (NIPS, 1999)

Independent component analysis of noninvasively recorded cortical magnetic DC-fields in humans. - Gerd Wübbeler; Andreas Ziehe; Bruno-Marcel Mackert; Klaus-Robert Müller; Lutz Trahms; Gabriel Curio (IEEE Trans. Biomed. Eng., 2000)

Artifact reduction in magnetoneurography based on time-delayed second-order correlations. - Andreas Ziehe; Klaus-Robert Müller; Guido Nolte; Bruno-Marcel Mackert; Gabriel Curio (IEEE Trans. Biomed. Eng., 2000)

Kernel Feature Spaces and Nonlinear Blind Souce Separation. - Stefan Harmeling; Andreas Ziehe; Motoaki Kawanabe; Klaus-Robert Müller (NIPS, 2001)

Estimating the Reliability of ICA Projections. - Frank C. Meinecke; Andreas Ziehe; Motoaki Kawanabe; Klaus-Robert Müller (NIPS, 2001)

An approach to blind source separation based on temporal structure of speech signals. - Noboru Murata; Shiro Ikeda; Andreas Ziehe (Neurocomputing, 2001)

On-line learning in changing environments with applications in supervised and unsupervised learning. - Noboru Murata; Motoaki Kawanabe; Andreas Ziehe; Klaus-Robert Müller; Shun-ichi Amari (Neural Networks, 2002)

A resampling approach to estimate the stability of one-dimensional or multidimensional independent components. - Frank C. Meinecke; Andreas Ziehe; Motoaki Kawanabe; Klaus-Robert Müller (IEEE Trans. Biomed. Eng., 2002)

Optimizing Property Codes in Protein Data Reveals Structural Characteristics. - Olaf Weiss; Andreas Ziehe; Hanspeter Herzel (ICANN, 2003)

Blind Separation of Post-nonlinear Mixtures using Linearizing Transformations and Temporal Decorrelation. - Andreas Ziehe; Motoaki Kawanabe; Stefan Harmeling; Klaus-Robert Müller (J. Mach. Learn. Res., 2003)

Kernel-Based Nonlinear Blind Source Separation. - Stefan Harmeling; Andreas Ziehe; Motoaki Kawanabe; Klaus-Robert Müller (Neural Comput., 2003)

Approximate Joint Diagonalization Using a Natural Gradient Approach. - Arie Yeredor; Andreas Ziehe; Klaus-Robert Müller (ICA, 2004)

Blind Source Separation Techniques for Decomposing Event-Related Brain Signals. - Klaus-Robert Müller; Ricardo Vigário; Frank C. Meinecke; Andreas Ziehe (Int. J. Bifurc. Chaos, 2004)

A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation. - Andreas Ziehe; Pavel Laskov; Guido Nolte; Klaus-Robert Müller (J. Mach. Learn. Res., 2004)

Analyzing Coupled Brain Sources: Distinguishing True from Spurious Interaction. - Guido Nolte; Andreas Ziehe; Frank C. Meinecke; Klaus-Robert Müller (NIPS, 2005)

Blind source separation based on joint diagonalization of matrices with applications in biomedical signal processing (Blinde Signalquellentrennung beruhend auf simultaner Diagonalisierung von Matrizen mit Anwendungen in der biomedizinischen Signalverarbeitung) - Andreas Ziehe (2005)

Estimating vector fields using sparse basis field expansions. - Stefan Haufe; Vadim V. Nikulin; Andreas Ziehe; Klaus-Robert Müller; Guido Nolte (NIPS, 2008)

Combining sparsity and rotational invariance in EEG/MEG source reconstruction. - Stefan Haufe; Vadim V. Nikulin; Andreas Ziehe; Klaus-Robert Müller; Guido Nolte (NeuroImage, 2008)

Comparison of Granger Causality and Phase Slope Index. - Guido Nolte; Andreas Ziehe; Nicole Krämer 002; Florin Popescu; Klaus-Robert Müller (NIPS Causality: Objectives and Assessment, 2010)

Music algorithm to localize sources with unknown directivity in acoustic imaging. - Forooz Shahbazi Avarvand; Andreas Ziehe; Guido Nolte (ICASSP, 2011)

The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Audio Source Separation -. - Shoko Araki; Francesco Nesta; Emmanuel Vincent 001; Zbynek Koldovský; Guido Nolte; Andreas Ziehe; Alexis Benichoux (LVA/ICA, 2012)

An Algebraic Method for Approximate Rank One Factorization of Rank Deficient Matrices. - Franz J. Király; Andreas Ziehe; Klaus-Robert Müller (LVA/ICA, 2012)

The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Biomedical Data Analysis -. - Guido Nolte; Dominik Lutter; Andreas Ziehe; Francesco Nesta; Emmanuel Vincent 001; Zbynek Koldovský; Alexis Benichoux; Shoko Araki (LVA/ICA, 2012)

Learning Invariant Representations of Molecules for Atomization Energy Prediction. - Grégoire Montavon; Katja Hansen; Siamac Fazli; Matthias Rupp; Franziska Biegler; Andreas Ziehe; Alexandre Tkatchenko; O. Anatole von Lilienfeld; Klaus-Robert Müller (NIPS, 2012)

Approximate rank-detecting factorization of low-rank tensors. - Franz J. Király; Andreas Ziehe (ICASSP, 2013)

Learning with Algebraic Invariances, and the Invariant Kernel Trick. - Franz J. Király; Andreas Ziehe; Klaus-Robert Müller (CoRR, 2014)