AUKE: Automatic Kernel Code Generation for an Analogue SIMD Focal-Plane Sensor-Processor Array

Debrunner, Thomas; Saeedi, Sajad; Kelly, Paul H. J.

Angol nyelvű Tudományos Szakcikk (Folyóiratcikk)
  • SJR Scopus - Hardware and Architecture: Q3
Azonosítók
Szakterületek:
    Focal-plane Sensor-Processor Arrays (FPSPs) are new imaging devices with parallel Single Instruction Multiple Data (SIMD) computational capabilities built into every pixel. Compared to traditional imaging devices, FPSPs allow for massive pixel-parallel execution of image processing algorithms. This enables the application of certain algorithms at extreme frame rates (>10,000 frames per second). By performing some early-stage processing in-situ, systems incorporating FPSPs can consume less power compared to conventional approaches using standard digital cameras. In this article, we explore code generation for an FPSP whose 256 x 256 processors operate on analogue signal data, leading to further opportunities for power reduction- and additional code synthesis challenges.
    Hivatkozás stílusok: IEEEACMAPAChicagoHarvardCSLMásolásNyomtatás
    2021-05-08 10:04