Constrained ICA and applications

The thesis begins with proposing a unified approach to perform complete ICA, the uICA, for Blind Source Separation (BSS). Three major ICA algorithms are investigated and shown to fall into this approach. They differ only from the nonlinear functions used in the learning rules.

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Bibliographic Details
Main Author:	Lu, Wei.
Other Authors:	Rajapakse, Jagath Chandana
Format:	Theses and Dissertations
Published:	2008
Subjects:	DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences
Online Access:	http://hdl.handle.net/10356/2382
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	Nanyang Technological University

id	sg-ntu-dr.10356-2382
record_format	dspace
spelling	sg-ntu-dr.10356-23822019-12-10T14:56:37Z Constrained ICA and applications Lu, Wei. Rajapakse, Jagath Chandana School of Computer Engineering DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences The thesis begins with proposing a unified approach to perform complete ICA, the uICA, for Blind Source Separation (BSS). Three major ICA algorithms are investigated and shown to fall into this approach. They differ only from the nonlinear functions used in the learning rules. Doctor of Philosophy (SCE) 2008-09-17T09:01:41Z 2008-09-17T09:01:41Z 2003 2003 Thesis http://hdl.handle.net/10356/2382 Nanyang Technological University application/pdf
institution	Nanyang Technological University
building	NTU Library
country	Singapore
collection	DR-NTU
topic	DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences
spellingShingle	DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences Lu, Wei. Constrained ICA and applications
description	The thesis begins with proposing a unified approach to perform complete ICA, the uICA, for Blind Source Separation (BSS). Three major ICA algorithms are investigated and shown to fall into this approach. They differ only from the nonlinear functions used in the learning rules.
author2	Rajapakse, Jagath Chandana
author_facet	Rajapakse, Jagath Chandana Lu, Wei.
format	Theses and Dissertations
author	Lu, Wei.
author_sort	Lu, Wei.
title	Constrained ICA and applications
title_short	Constrained ICA and applications
title_full	Constrained ICA and applications
title_fullStr	Constrained ICA and applications
title_full_unstemmed	Constrained ICA and applications
title_sort	constrained ica and applications
publishDate	2008
url	http://hdl.handle.net/10356/2382
_version_	1681045187435954176

Constrained ICA and applications

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