Skip to search form
Skip to main content
Skip to account menu
Semantic Scholar
Semantic Scholar's Logo
Search 230,712,742 papers from all fields of science
Search
Sign In
Create Free Account
Independent component analysis
Known as:
Independent components analysis
, TICA
, Component analysis
Expand
In signal processing, independent component analysis (ICA) is a computational method for separating a multivariate signal into additive subcomponents…
Expand
Wikipedia
(opens in a new tab)
Create Alert
Alert
Related topics
Related topics
48 relations
Artificial neuron
Blind deconvolution
Blind equalization
Blind signal separation
Expand
Broader (1)
Signal processing
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2013
Highly Cited
2013
Coherency identification in interconnected power system - an independent component analysis approach
M. Ariff
,
B. Pal
IEEE Power & Energy Society General Meeting
2013
Corpus ID: 23602594
Summary form only given. This paper presents a novel approach to the coherency identification technique in interconnected power…
Expand
2010
2010
Polarization Demultiplexing by Independent Component Analysis
Xiaobo Xie
,
F. Yaman
,
Xiang Zhou
,
Guifang Li
IEEE Photonics Technology Letters
2010
Corpus ID: 18244280
Independent component analysis has been applied to polarization demultiplexing for coherent optical fiber communications…
Expand
Highly Cited
2005
Highly Cited
2005
Computer Vision for Biomedical Image Applications, First International Workshop, CVBIA 2005, Beijing, China, October 21, 2005, Proceedings
Yanxi Liu
,
Tianzi Jiang
,
Changshui Zhang
Computer Vision for Biomedical Image Applications
2005
Corpus ID: 12216067
2005
2005
A first step toward understanding inter-domain routing dynamics
Kuai Xu
,
J. Chandrashekar
,
Zhi-Li Zhang
Annual ACM Workshop on Mining Network Data
2005
Corpus ID: 6072920
BGP updates are triggered by a variety of events such as link failures, resets, routers crashing, configuration changes, and so…
Expand
Highly Cited
2004
Highly Cited
2004
A geometric algorithm for overcomplete linear ICA
Fabian J Theis
,
E. Lang
,
C. Puntonet
Neurocomputing
2004
Corpus ID: 2998138
Highly Cited
2004
Highly Cited
2004
Improved support vector classification using PCA and ICA feature space modification
J. Fortuna
,
D. Capson
Pattern Recognition
2004
Corpus ID: 26661914
Review
2003
Review
2003
Mathematics in independent component analysis
Fabian J Theis
Seventh International Symposium on Signal…
2003
Corpus ID: 5480742
This paper intends to give an overview of the author's PhD thesis entitled 'mathematics in independent component analysis', which…
Expand
Review
2002
Review
2002
INDEPENDENT COMPONENT ANALYSIS: A SURVEY
Yang Zhu
2002
Corpus ID: 124326873
The principle and applications of the Independent Component Analysis (ICA) are surveyed. Firstly, the background and the…
Expand
1999
1999
Non-stationary independent component analysis
R. Everson
,
S. Roberts
1999
Corpus ID: 121624575
Blind source separation with non-stationary mixing, but stationary sources is considered. The linear mixing of the independent…
Expand
Highly Cited
1999
Highly Cited
1999
Self-Organising Neural Networks: Independent Component Analysis and Blind Source Separation
M. Girolami
,
J. Taylor
1999
Corpus ID: 54106232
From the Publisher: This volume presents the theory and applications of self-organising neural network models which perform the…
Expand
By clicking accept or continuing to use the site, you agree to the terms outlined in our
Privacy Policy
(opens in a new tab)
,
Terms of Service
(opens in a new tab)
, and
Dataset License
(opens in a new tab)
ACCEPT & CONTINUE