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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]
 
 
 
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