Automatic generation of fast algorithms for matrix–vector multiplication
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Computer Mathematics"
DOI: 10.1080/00207160.2017.1294252
Abstract: ABSTRACT This paper describes the methods for finding fast algorithms for computing matrix–vector products including the procedures based on the block-structured matrices. The proposed methods involve an analysis of the structural properties of matrices. The… read more here.
Keywords: matrix; fast algorithms; matrix vector; automatic generation ... See more keywords
Unified matrix–vector wave equation, reciprocity and representations
Sign Up to like & getrecommendations! Published in 2018 at "Geophysical Journal International"
DOI: 10.1093/gji/ggy451
Abstract: The matrix-vector wave equation is a compact first-order differential equation. It was originally used for the analysis of elastodynamic plane waves in laterally invariant media. It has been extended by various authors for laterally varying… read more here.
Keywords: vector; matrix; matrix vector; reciprocity ... See more keywords
An Incremental Time-Domain Mixed-Signal Matrix-Vector-Multiplication Technique for Low-Power Edge-AI
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2024.3480154
Abstract: This paper proposes a time-domain mixed-signal computing architecture for Matrix-Vector Multiplication suited for embedded in-memory computing applications. The system leverages the low data rate of sensors’ data in embedded AI applications to target an energy-efficient… read more here.
Keywords: mixed signal; vector multiplication; time domain; matrix vector ... See more keywords
An Efficient Fault-Tolerance Design for Integer Parallel Matrix–Vector Multiplications
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Very Large Scale Integration (VLSI) Systems"
DOI: 10.1109/tvlsi.2017.2755765
Abstract: Parallel matrix processing is a typical operation in many systems, and in particular matrix–vector multiplication (MVM) is one of the most common operations in the modern digital signal processing and digital communication systems. This paper… read more here.
Keywords: fault tolerance; design integer; matrix vector; parallel matrix ... See more keywords
Numerical Simulation of a Photonic Tensor Core for the Hardware Acceleration of the Optical Matrix–Vector Multiplication
Sign Up to like & getrecommendations! Published in 2024 at "JETP Letters"
DOI: 10.1134/s0021364024603956
Abstract: A realistic numerical model of a photonic tensor core based on the crossbar architecture with absorbing GeSbTe chalcogenide glass films as weight elements of a photonic matrix has been developed. The performance of the model… read more here.
Keywords: photonic tensor; tensor core; matrix vector; tensor ... See more keywords
Rateless codes for near-perfect load balancing in distributed matrix-vector multiplication
Sign Up to like & getrecommendations! Published in 2022 at "Communications of the ACM"
DOI: 10.1145/3524298
Abstract: Large-scale machine learning and data mining applications require computer systems to perform massive matrix-vector and matrix-matrix multiplication operations that need to be parallelized across multiple nodes. The presence of straggling nodes---computing nodes that unpredictably slow… read more here.
Keywords: matrix vector; multiplication; load balancing; vector ... See more keywords
Reconfigurable parallel photonic matrix-vector multiplication processor based on multi-dimensional multiplexing.
Sign Up to like & getrecommendations! Published in 2025 at "Optics express"
DOI: 10.1364/oe.558224
Abstract: Matrix-vector multiplication (MVM) operations play an important role in applications such as data processing and artificial neural networks. To meet the growing demand for computing power, the photonic MVM processor provides what we believe to… read more here.
Keywords: mvm; vector multiplication; matrix vector; reconfigurable parallel ... See more keywords
Scalable intensity-based photonic matrix-vector multiplication processor using single-wavelength time-division-multiplexed signals
Sign Up to like & getrecommendations! Published in 2025 at "Optics letters"
DOI: 10.1364/ol.558724
Abstract: Photonic integrated circuits provide a compact platform for ultrafast and energy-efficient matrix-vector multiplications (MVMs) in the optical domain. Recently, schemes based on time-division multiplexing (TDM) have been proposed as scalable approaches for realizing large-scale photonic… read more here.
Keywords: based photonic; matrix vector; time division; single wavelength ... See more keywords