Keyword

FastICA

Description: FastICA is a computational algorithm for independent component analysis, used to separate statistically independent signals from mixtures.

Primary topic: Blind Source Separation Techniques (48%)

Wikidata ID: wiki/Q3739974

OpenAlex ID: keywords/fastica

Enhanced detection of artifacts in EEG data using higher-order statistics and independent component analysis

2007 · Arnaud Delorme, Terrence Sejnowski, et al. · NeuroImage · 1,757

Recognizing faces with PCA and ICA

2003 · Bruce A. Draper, Kyungim Baek, et al. · Computer Vision and Image Understanding · 549

Linear modes of gene expression determined by independent component analysis

2002 · Wolfram Liebermeister · Bioinformatics · 336

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Removing artefacts from TMS-EEG recordings using independent component analysis: Importance for assessing prefrontal and motor cortex network properties

2014 · Nigel C. Rogasch, Richard H. Thomson, et al. · NeuroImage · 309

Efficient Variant of Algorithm FastICA for Independent Component Analysis Attaining the CramÉr-Rao Lower Bound

2006 · Z. Koldovsky, P. Tichavsky, et al. · IEEE Transactions on Neural Networks · 305

Seperability of four-class motor imagery data using independent components analysis

2006 · M Naeem, C Brunner, et al. · Journal of Neural Engineering · 295

A Novel Framework Based on FastICA for High Density Surface EMG Decomposition

2015 · Maoqi Chen, Ping Zhou · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 260

Icasso: software for investigating the reliability of ICA estimates by clustering and visualization

2004 · J. Himberg, A. Hyvarinen · 260

Robust Independent Component Analysis by Iterative Maximization of the Kurtosis Contrast With Algebraic Optimal Step Size

2009 · V. Zarzoso, P. Comon · IEEE Transactions on Neural Networks · 244

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Independent Component Analysis: Principles and Practice

2001 · Stephen Roberts, Richard Everson · Medical Entomology and Zoology · 237

Independent component analysis for brain fMRI does not select for independence

2009 · I. Daubechies, E. Roussos, et al. · Proceedings of the National Academy of Sciences · 232

Ica: a potential tool for bci systems

2008 · Amar Kachenoura, Laurent Albera, et al. · IEEE Signal Processing Magazine · 225

Gaussian moments for noisy independent component analysis

1999 · A. Hyvarinen · IEEE Signal Processing Letters · 224

Robust Independent Component Analysis by Iterative Maximization of the Kurtosis Contrast with Algebraic Optimal Step Size

2010 · Vicente Zarzoso, Pierre Comon, et al. · 223

The FastICA Algorithm Revisited: Convergence Analysis

2006 · E. Oja, Zhijian Yuan · IEEE Transactions on Neural Networks · 219

Palmprint recognition using FastICA algorithm and radial basis probabilistic neural network

2006 · Li Shang, De-Shuang Huang, et al. · Neurocomputing · 203

An Introduction to Independent Component Analysis: InfoMax and FastICA algorithms

2010 · Dominic Langlois, Sylvain Chartier, et al. · Tutorials in Quantitative Methods for Psychology · 196

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A comparative study of automatic techniques for ocular artifact reduction in spontaneous EEG signals based on clinical target variables: A simulation case

2008 · Sergio Romero, Miguel A. Mañanas, et al. · Computers in Biology and Medicine · 191

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Performance of blind source separation algorithms for fMRI analysis using a group ICA method

2006 · Nicolle Correa, Tülay Adalı, et al. · Magnetic Resonance Imaging · 190

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Spatial filtering and selection of optimized components in four class motor imagery EEG data using independent components analysis

2007 · Clemens Brunner, Muhammad Naeem, et al. · Pattern Recognition Letters · 187

Foreground removal using fastica : a showcase of LOFAR-EoR

2012 · Emma Chapman, Filipe B. Abdalla, et al. · Monthly Notices of the Royal Astronomical Society · 181

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Fast ICA for noisy data using Gaussian moments

2003 · A. Hyvarinen · IEEE International Symposium on Circuits and Systems proceedings · 170

Performance analysis of the FastICA algorithm and Crame/spl acute/r-rao bounds for linear independent component analysis

2006 · P. Tichavsky, Z. Koldovsky, et al. · IEEE Transactions on Signal Processing · 169

All-sky astrophysical component separation with Fast Independent Component Analysis (FASTICA)

2002 · D. Maino, A. Farusi, et al. · Monthly Notices of the Royal Astronomical Society · 159

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Single-Channel EMG Classification With Ensemble-Empirical-Mode-Decomposition-Based ICA for Diagnosing Neuromuscular Disorders

2015 · Ganesh R. Naik, S. Easter Selvan, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 147

Works count: 2,041

Citation count: 20,210