One-sided methods for implementing Jacobi diagonalization algorithms have been recently
proposed for both distributed memory and vector machines. These methods are naturally …

In this paper we give evidence to show that in one-sided Jacobi SVD computation the
sorting of column norms in each sweep is very important. An efficient parallel ring Jacobi …

This paper proposes an algorithm called Imprecise Spectrum Analysis (ISA) to carry out fast
dimension reduction for document classification. ISA is designed based on the one-sided …

In this paper we give evidence to show that in one-sided Jacobi SVD computation the
sorting of column norms in each sweep is very important. Two parallel Jacobi orderings are …

We provide in this thesis our contribution in the area of reconfigurable system synthesis. We
consider reconfigurable systems constructed from one or more general purpose processors …

We present a hierarchically blocked one-sided Jacobi algorithm for the singular value
decomposition (SVD), targeting both single and multiple graphics processing units (GPUs) …

The use of FPGAs (field programmable gate arrays) in the area of rapid prototyping and
reconfigurable computing has been successful in the past. Although many experiments have …

In this paper, we propose two multiphase systolic algorithms to solve the spectral
decomposition problem based on the QR algorithm. The spectral decomposition is one of …

A method which uses one-sided Jacobi to solve singular valve decomposition and the
symmetric eigen-valve problem in parallel is presented. We describe a parallel ring ordering …

Arithmetic algorithms are presented that speed up the parallel Jacobi method for the eigen-
decomposition of real symmetric and complex Hermitian matrices. The 2× 2 submatrices to …