Keyword

linear mixtures

Description: Combinations in which observed signals are linear combinations of underlying sources, a model commonly studied in blind source separation.

Primary topic: Blind Source Separation Techniques (83%)

OpenAlex ID: keywords/linear-mixtures

Underdetermined blind source separation using sparse representations

2001 · Pau Bofill, Michael Zibulevsky · Signal Processing · 715

TDSEP — an efficient algorithm for blind separation using time structure

1998 · Andreas Ziehe, Klaus-Robert Müller · Perspectives in neural computing · 334

A neural net for blind separation of nonstationary signals

1995 · Kiyotoshi Matsuoka, Masahiro Ohoya, et al. · Neural Networks · 316

Independent Component Analysis

1998 · Te-Won Lee · Springer eBooks · 306

ICA with Reference

2006 · Wei Lu, Jagath C. Rajapakse · Neurocomputing · 222

Blind Source Separation Using Temporal Predictability

2001 · James V. Stone · Neural Computation · 214

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An introduction to independent component analysis

2000 · Lieven De Lathauwer, Bart De Moor, et al. · Journal of Chemometrics · 211

Extraction of Specific Signals with Temporal Structure

2001 · Allan Kardec Barros, Andrzej Cichocki · Neural Computation · 205

Least-dependent-component analysis based on mutual information

2004 · Harald Stögbauer, Alexander Kraskov, et al. · Physical Review E · 197

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Removing electroencephalographic artifacts: comparison between ICA and PCA

2002 · T.-P. Jung, C. Humphries, et al. · 191

Independent Component Analysis Based on Nonparametric Density Estimation

2004 · R. Boscolo, H. Pan, et al. · IEEE Transactions on Neural Networks · 181

Survey of sparse and non‐sparse methods in source separation

2005 · Paul D. O'Grady, Barak A. Pearlmutter, et al. · International Journal of Imaging Systems and Technology · 179

Robust Blind Source Separation by Beta Divergence

2002 · Minami Mihoko, Shinto Eguchi · Neural Computation · 173

Blind separation of sources, part III: Stability analysis

1991 · E. Sorouchyari · Signal Processing · 136

High-order Contrasts for Self-adaptive Source Separation

1996 · ERIC MOREAU, ODILE MACCHI · International Journal of Adaptive Control and Signal Processing · 126

Sequential blind signal extraction in order specifiedbystochastic properties

1997 · A. Cichocki, R. Thawonmas, et al. · Electronics Letters · 112

From Blind Signal Extraction to Blind Instantaneous Signal Separation: Criteria, Algorithms, and Stability

2004 · S.A. Cruces-Alvarez, A. Cichocki, et al. · IEEE Transactions on Neural Networks · 111

Neural approaches to independent component analysis and source separation.

1996 · Juha Karhunen · 110

Blind Source Separation Based on Joint Diagonalization in R : The Packages JADE and BSSasymp

2017 · Jari Miettinen, Klaus Nordhausen, et al. · Journal of Statistical Software · 103

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Single-Channel Speech Separation Using Soft Mask Filtering

2007 · Martin Radfar, Richard M. Dansereau · IEEE Transactions on Audio Speech and Language Processing · 103

A geometric algorithm for overcomplete linear ICA

2003 · Fabian J. Theis, Elmar W. Lang, et al. · Neurocomputing · 101

Bounded Component Analysis of Linear Mixtures: A Criterion of Minimum Convex Perimeter

2010 · Sergio Cruces · IEEE Transactions on Signal Processing · 87

New learning algorithm for blind separation of sources

1992 · A. Cichocki, L. Moszczyński · Electronics Letters · 84

Learned parametric mixture based ICA algorithm

1998 · Lei Xu, Chi Chiu Cheung, et al. · Neurocomputing · 73

Multichannel blind separation and deconvolution of sources with arbitrary distributions

2002 · S.C. Douglas, A. Cichocki, et al. · 65

Works count: 319

Citation count: 6,295