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Accelerating binary-matrix multiplication on FPGA
Published 2017“…Matrix multiplication is required for a wide variety of applications, including data mining, linear algebra, graph transformations, etc. …”
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Final Year Project (FYP) -
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A fast way for matrix multiplication
Published 2018“…The importance of matrix multiplication is immense. Considerable amount of applications in computer science requires matrix multiplication. …”
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Final Year Project (FYP) -
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Data Compression and Vectorization of Matrix Multiplication on HXDSP
Published 2018-01-01“…In order to solve the problem of low efficiency of hardware resources and low data processing ability of vector processors, this paper uses data compression and vectorization method to realize matrix multiplication based on the HXDSP platform with the DCT algorithm in HEVC. …”
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Design of Linear Systolic Arrays for Matrix Multiplication
Published 2014-02-01Subjects: Get full text
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Geometric rank of tensors and subrank of matrix multiplication
Published 2023-04-01“…(More precisely, for each choice of sizes for the matrices we obtain a separate matrix multiplication tensor.) The famous and important problem of determining the number of scalar multiplications needed in order to calculate the product of two matrices turns out to be equivalent to determining the tensor rank of the matrix multiplication tensor. …”
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Fast Matrix Multiplication with Big Sparse Data
Published 2017-03-01“…This article focuses on matrix multiplication with big sparse data. The proposed FASTsparse MULalgorithm outperforms the state-of-the-art big matrix multiplication approaches in sparse data scenario.…”
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PARALLEL MATRIX-MULTIPLICATION ALGORITHM ON NETWORK OF WORKSTATIONS
Published 2014-10-01“…Matrix multiplication is one of the important operations in scientific and engineering application. …”
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Local Re-Encoding for Coded Matrix Multiplication
Published 2022-01-01Subjects: Get full text
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Further Limitations of the Known Approaches for Matrix Multiplication
Published 2021“…We consider the techniques behind the current best algorithms for matrix multiplication. Our results are threefold. (1) We provide a unifying framework, showing that all known matrix multiplication running times since 1986 can be achieved from a single very natural tensor - the structural tensor Tq of addition modulo an integer q. (2) We show that if one applies a generalization of the known techniques (arbitrary zeroing out of tensor powers to obtain independent matrix products in order to use the asymptotic sum inequality of Schönhage) to an arbitrary monomial degeneration of Tq, then there is an explicit lower bound, depending on q, on the bound on the matrix multiplication exponent ω that one can achieve. …”
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A fast way to compute matrix multiplication
Published 2020“…Matrix multiplication is an operation that produces a matrix from two matrices and its applications are vast and of great importance to many fields of engineering. …”
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Final Year Project (FYP) -
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An efficient method of matrix multiplication for heaps of pieces
Published 2018“…In this paper, we outline a method for carrying out efficient (max, +) matrix multiplication when using the heaps of pieces framework. …”
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Journal Article -
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Parallel matrix multiplication analysis / Hazrin Mohammad
Published 2007“…The parallel matrix multiplication program will be run using 3 Ubuntu Linux PC’s connected together with communications protocol, SSH, been configured using RSA key via 100Mbps Ethernet either through the peer-to-peer connections and star topology connections and it is expected that the parallel matrix multiplication programming will run faster than the sequential matrix multiplication programming.…”
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Thesis -
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Experimental implementation of matrix multiplication by DNA computing
Published 2008“…The first proposal on matrix multiplication with DNA has been presented by John S. …”
Book Section -
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Parallel matrix-multiplication algorithm on network of workstations
Published 2004“…Matrix multiplication is one of the important operations in scientific and engineering application. …”
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Acceleration of Approximate Matrix Multiplications on GPUs
Published 2023-07-01Subjects: Get full text
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Weighted Geometric Dilution of Precision Calculations with Matrix Multiplication
Published 2015-01-01“…In this paper, an efficient WGDOP calculation method applying matrix multiplication that is easy for hardware implementation is proposed. …”
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Multiple context-free path querying by matrix multiplication
Published 2023-04-01Subjects: Get full text
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On the Capacity and Straggler-Robustness of Distributed Secure Matrix Multiplication
Published 2019-01-01Subjects: “…Matrix multiplication…”
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Article