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Keyword

nonlinear mixtures

Description: Combinations of sources or materials whose observed signals or properties arise through nonlinear mixing, a concept studied in source separation and materials modeling.
OpenAlex ID: keywords/nonlinear-mixtures
Source separation in post-nonlinear mixtures
1999 · A. Taleb, C. Jutten · IEEE Transactions on Signal Processing · 419
Blind separation of sources: A nonlinear neural algorithm
1992 · Gilles Burel · Neural Networks · 213
Information–theoretic approach to blind separation of sources in non-linear mixture
1998 · Howard Hua Yang, Shun-ichi Amari, et al. · Signal Processing · 154
Advances in Blind Source Separation (bss) and Independent Component Analysis (ica) for Nonlinear Mixtures
2004 · CHRISTIAN JUTTEN, JUHA KARHUNEN · International Journal of Neural Systems · 139
Nonlinear Blind Source Separation by Self-Organizing Maps
1996 · P. Pajunen, Aapo Hyvärinen, et al. · 105
Three easy ways for separating nonlinear mixtures?
2003 · Christian Jutten, Massoud Babaie-Zadeh, et al. · Signal Processing · 79
Linear and nonlinear ICA based on mutual information—the MISEP method
2003 · Luı́s B. Almeida · Signal Processing · 68
Quasi-nonparametric blind inversion of Wiener systems
2001 · A. Taleb, J. Sole, et al. · IEEE Transactions on Signal Processing · 67
A generic framework for blind source separation in structured nonlinear models
2002 · A. Taleb · IEEE Transactions on Signal Processing · 59
A maximum likelihood approach to nonlinear blind source separation
1997 · Petteri Pajunen, Juha Karhunen · Lecture notes in computer science · 51
Bayesian Kullback Ying–Yang dependence reduction theory
1998 · Lei Xu · Neurocomputing · 43
Redundancy Reduction and Independent Component Analysis: Conditions on Cumulants and Adaptive Approaches
1997 · Jean-Pierre Nadal, Nestor Parga · Neural Computation · 43
On blind source separation in convolutive and nonlinear mixtures
2002 · Massoud Babaiezadeh Malmiri · 40
Harmonic Mixture Modeling for Efficient Nonlinear Hyperspectral Unmixing
2016 · Andrea Marinoni, Antonio Plaza, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 39
MISEP - Linear and Nonlinear ICA Based on Mutual Information
2003 · Rua Alves Redol · 38
Identifiability of post-nonlinear mixtures
2005 · S. Achard, C. Jutten · IEEE Signal Processing Letters · 37
Recurrent networks for separating extractable-target nonlinear mixtures. Part II. Blind configurations
2012 · Shahram Hosseini, Yannick Deville · Signal Processing · 33
ICA in Boolean XOR Mixtures
2007 · Arie Yeredor · Lecture notes in computer science · 33
10.1162/jmlr.2003.4.7-8.1297
2000 · Applied Physics Letters · 32
On the separability of nonlinear mixtures of temporally correlated sources
2003 · S. Hosseini, C. Jutten · IEEE Signal Processing Letters · 31
On the Effect of the Form of the Posterior Approximation in Variational Learning of ICA Models
2005 · Alexander Ilin, Harri Valpola · Neural Processing Letters · 29
Parametric approach to blind deconvolution of nonlinear channels
2002 · Jordi Sole, Christian Jutten, et al. · Neurocomputing · 29
Information backpropagation for blind separation of sources in nonlinear mixture
2002 · H.H. Yang, S.-I. Amari, et al. · 26
Blind separation of nonlinear mixtures by variational Bayesian learning
2007 · Antti Honkela, Harri Valpola, et al. · Digital Signal Processing · 25
General multilayer perceptron demixer scheme for nonlinear blind signal separation
2002 · W.L. Woo, S. Sali · IEE Proceedings - Vision Image and Signal Processing · 25
Works count: 188
Citation count: 2,458
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