過去Noteをまとめたものです。 シストリックアレイ( Systolic array )とは、行列乗算を効率的に行うための演算器アレイです。大手IT企業のAI半導体、NPUなどで使用されています。 では、趣味レベルで自作してみよう。 ブロック図 シストリックアレイの概念図は ...

B2/: Similar to B1, this directory contains the design, testbench, run script, and note for another systolic array implementation[cite: 5, 6, 7, 8]. design.cpp ...

This project implements a 4x4 Systolic Array Matrix Multiplier on a Xilinx Kintex-7 FPGA, designed to accelerate Deep Learning inference workloads. The architecture utilizes a Weight-Stationary ...

Abstract: Automatic systolic array generation has long been an interesting topic due to the need to reduce the lengthy development cycles of manual designs. Existing automatic systolic array ...

Abstract: Numerous studies have proposed hardware architectures to accelerate sparse matrix multiplication, but these approaches often incur substantial area and power overhead, significantly ...