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20072024
most citedMultimodal Hierarchical Dirichlet Process-based Active Perception

19 citations

Showing math.NAShow all

7 papers · 1 filter

math.NA2024★ 1 cited

Performance evaluation of accelerated complex multiple-precision LU decomposition

Tomonori Kouya

The direct method is one of the most important algorithms for solving linear systems of equations, with LU decomposition comprising a significant portion of its computation time. T…

math.NA2022★ 1 cited

Acceleration of multiple precision solver for ill-conditioned algebraic equations with lower precision eigensolver

Tomonori Kouya

There are some types of ill-conditioned algebraic equations that have difficulty in obtaining accurate roots and coefficients that must be expressed with a multiple precision float…

math.NA2021★ 1 cited

Acceleration of multiple precision matrix multiplication based on multi-component floating-point arithmetic using AVX2

Tomonori Kouya

In this paper, we report the results obtained from the acceleration of multi-binary64-type multiple precision matrix multiplication with AVX2. We target double-double (DD), triple-…

math.NA2018★ 2 cited

Performance Evaluation of an Extrapolation Method for Ordinary Differential Equations with Error-free Transformation

Tomonori Kouya

The application of error-free transformation (EFT) is recently being developed to solve ill-conditioned problems. It can reduce the number of arithmetic operations required, compar…

math.NA2015★ 8 cited

Performance evaluation of multiple precision matrix multiplications using parallelized Strassen and Winograd algorithms

Tomonori Kouya

It is well known that Strassen and Winograd algorithms can reduce the computational costs associated with dense matrix multiplication. We have already shown that they are also very…

math.NA2014★ 9 cited

Accelerated Multiple Precision Matrix Multiplication using Strassen's Algorithm and Winograd's Variant

Tomonori Kouya

The Strassen algorithm and Winograd's variant accelerate matrix multiplication by using fewer arithmetic operations than standard matrix multiplication. Although many papers have b…

math.NA2013★ 3 cited

Practical Implementation of High-Order Multiple Precision Fully Implicit Runge-Kutta Methods with Step Size Control Using Embedded Formula

Tomonori Kouya

We propose a practical implementation of high-order fully implicit Runge-Kutta(IRK) methods in a multiple precision floating-point environment. Although implementations based on IR…