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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…
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Related topics
Related topics
9 relations
C++
IT++ C++ Library
Independent component analysis
Iterative method
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Broader (1)
Computational statistics
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2013
2013
Separation of cardiac and respiratory components from the electrical bio-impedance signal using PCA and fast ICA
Y. Mughal
,
A. Krivoshei
,
P. Annus
2013
Corpus ID: 88519783
This paper is an attempt to separate cardiac and respiratory signals from an electrical bio-impedance (EBI) dataset. For this two…
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2013
2013
A method for automatic removal of eye blink artifacts from EEG based on EMD-ICA
M. H. Soomro
,
N. Badruddin
,
Mohd Zuki Yusoff
,
A. Malik
IEEE 9th International Colloquium on Signal…
2013
Corpus ID: 14161811
The electroencephalography (EEG) recordings are mostly contaminated by eye blink artifacts. It is very difficult to analyze and…
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2011
2011
A data mining method for obtaining global power quality index
S. Nourollah
,
M. Moallem
International Conference on Electric Power and…
2011
Corpus ID: 1704529
The new development in power system such as restructuring and competetive electricity market make power quality an important…
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Highly Cited
2007
Highly Cited
2007
A fast algorithm for one-unit ICA-R
Qiuhua Lin
,
Yong-Rui Zheng
,
F. Yin
,
Hualou Liang
,
V. Calhoun
Information Sciences
2007
Corpus ID: 18276937
2007
2007
Bacteria Foraging Based Independent Component Analysis
D. P. Acharya
,
G. Panda
,
S. Mishra
,
Y. Lakshmi
International Conference on Computational…
2007
Corpus ID: 9686475
The present paper proposes a bacteria foraging optimization based independent component analysis (BFOICA) algorithm assuming a…
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2005
2005
Optimum block adaptive algorithm for gradient based independent component analysis(OBA/ICA) for time varying wireless channels
W. Mikhael
,
T. Yang
VTC--Fall. IEEE 62nd Vehicular Technology…
2005
Corpus ID: 10977011
The fixed-point Independent Component Analysis (ICA) algorithm is widely used because of its fast convergence under static…
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2005
2005
A highly reconfigurable computing array: DSP plane of a 3D heterogeneous SoC
V. Jain
,
S. Bhanja
,
G. Chapman
,
Lavanya Doddannagari
Proceedings (IEEE International SOC Conference)
2005
Corpus ID: 17877577
A 3D heterogeneous system on a chip using a stack of planes has recently been proposed. While the sensors are located on the top…
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Highly Cited
2003
Highly Cited
2003
Tomato sorting using independent component analysis on spectral images
G. Polder
,
G. V. D. Heijden
,
I. Young
Real-time imaging
2003
Corpus ID: 6412866
2003
2003
Independent components analysis for fetal electrocardiogram extraction: a case for the data efficient Mermaid algorithm
Dorothee E. Marossero
,
Deniz Erdoğmuş
,
N. Euliano
,
J. Príncipe
,
K. Hild
IEEE XIII Workshop on Neural Networks for Signal…
2003
Corpus ID: 8489909
Fetal heart rate (FHR) monitoring is currently the primary methodology for antenatal determination of fetal well-being. Currently…
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2000
2000
CDMA delay estimation using fast ICA algorithm
R. Cristescu
,
T. Ristaniemi
,
J. Joutsensalo
,
J. Karhunen
11th IEEE International Symposium on Personal…
2000
Corpus ID: 15240447
In this paper, we propose a method for timing acquisition in a code division multiple access (CDMA) system. The assumptions made…
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