FastICA

Known as: Fast ICA 
FastICA is an efficient and popular algorithm for independent component analysis invented by Aapo Hyvärinen at Helsinki University of Technology… (More)
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2010
2010
  • Esa Ollila
  • IEEE Transactions on Signal Processing
  • 2010
This paper provides a rigorous statistical analysis of the deflation-based FastICA estimator, where the independent components… (More)
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Highly Cited
2008
Highly Cited
2008
The complex fast independent component analysis (c-FastICA) algorithm is one of the most ubiquitous methods for solving the ICA… (More)
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2007
2007
FastICA is arguably one of the most widespread methods for independent component analysis. We focus on its deflation-based… (More)
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Highly Cited
2006
Highly Cited
2006
The fast independent component analysis (FastICA) algorithm is one of the most popular methods to solve problems in ICA and blind… (More)
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Highly Cited
2006
Highly Cited
2006
This paper proposes a novel and successful method for recognizing palmprint based on radial basis probabilistic neural network… (More)
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2006
2006
The present contribution deals with the statistical tool of Independent Component Analysis (ICA). The focus is on the deflation… (More)
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2006
2006
The FastICA algorithm can be considered as a selfmap on a manifold. It turns out that FastICA is a scalar shifted version of an… (More)
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2006
2006
Independent component analysis is a challenging problem in the area of unsupervised adaptive filtering. Recently, there has been… (More)
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Highly Cited
2005
Highly Cited
2005
We propose an improved version of algorithm FastICA which is asymptotically efficient, i.e., its accuracy attains the Cramer-Rao… (More)
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2005
2005
In many blind source separation (BSS) applications, especially for biomedical signal processing, there are specific expectations… (More)
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