GRADIENT FLOW BASED MATRIX JOINT DIAGONALIZATION FOR INDEPENDENT COMPONENT ANALYSIS

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" GRADIENT FLOW BASED MATRIX JOINT DIAGONALIZATION FOR INDEPENDENT COMPONENT ANALYSIS "

Document Type	:	Latin Dissertation
Language of Document	:	English
Record Number	:	150721
Doc. No	:	ET22513
Main Entry	:	Bijan Afsari
Title Proper	:	GRADIENT FLOW BASED MATRIX JOINT DIAGONALIZATION FOR INDEPENDENT COMPONENT ANALYSIS
Note	:	This document is digital این مدرک بصورت الکترونیکی می باشد
Abstract	:	In this thesis, employing the theory of matrix Lie groups, we develop gradientbased ows for the problem of Simultaneous or Joint Diagonalization (JD) of a setof symmetric matrices. This problem has applications in many طelds especially inthe طeld of Independent Component Analysis (ICA). We consider both orthogonaland non-orthogonal JD. We view the JD problem as minimization of a commonquadric cost function on a matr....-...,..tested for theQ1 PC1 bus cardBoth these projects mere sofixare des elopment efforts tonards contributing to dlfferentaspects of Roboucs and lZ1echatronics projects m the Controls and Roboucs Group..
Subject	:	Electericl tess
	:	برق
electronic file name	:	TL45734.pdf
Title and statement of responsibility and	:	GRADIENT FLOW BASED MATRIX JOINT DIAGONALIZATION FOR INDEPENDENT COMPONENT ANALYSIS [Thesis]