GitHub

Systolic Array Based Matrix-Vector Multiplication

This repository contains the SystemVerilog code and simulation results for a systolic array-based matrix-vector multiplication for signed 8 bit integers. The architecture is designed to perform the ...
GitHub

Matrix Multiplication with Shared Vector Simulation

This C++ project simulates matrix multiplication with a shared vector, showcasing the principles of parallel computing and shared memory utilization. Matrix multiplication is a fundamental operation ...
IEEE

Inverse-Designed Photonic Computing Core for Parallel Matrix-Vector Multiplication

Abstract: On-chip optical neural networks (ONNs) have recently emerged as an attractive hardware accelerator for deep learning applications, characterized by high computing density, low latency, and ...
IEEE

Ultrafast All-Optical Matrix-Vector Multiplication Based on Four-Wave Mixing

Abstract: We propose a nonlinear optical approach for ultra-fast, matrix-vector multiplications as required in machine-learning tasks. Optical multiplication is experimentally demonstrated, with less ...
insideHPC

Sparse Matrix Multiplication

Sparse matrix computations are prevalent in many scientific and technical applications. In many simulation applications, the solving of the sparse matrix-vector multiplication (SpMV) is critical for ...
InfoQ

MIT Researchers Open-Source Approximate Matrix Multiplication Algorithm MADDNESS

Researchers at MIT's Computer Science & Artificial Intelligence Lab (CSAIL) have open-sourced Multiply-ADDitioN-lESS (MADDNESS), an algorithm that speeds up machine learning using approximate matrix ...