• How to port TensorFlow Lite for Microcontroller applications to the Arm Cortex-M55 Processor

    Pareena Verma
    Pareena Verma

    The Arm Cortex-M55 processor is the first processor with Armv8.1-M architecture which includes the implementation of Arm Helium Technology, also known as M-profile Vector Extension (MVE). Helium technology enables increased levels of Machine Learning and…

    • 1 month ago
    • Software Tools
    • Tools, Software and IDEs blog
  • Making Helium: Going around in circles (3/4)

    François Botman
    François Botman

    When we designed the M‑Profile Vector Extensions (MVE), known as Arm Helium technology for the Arm Cortex-M processor series, we wanted to make it a good fit for a wide variety of digital signal processing (DSP) applications. The ability to perform computation…

    • over 1 year ago
    • Arm Research
    • Research Articles
  • Making Helium: Sudoku, registers and rabbits (2/4)

    Thomas Grocutt
    Thomas Grocutt

    In the first part of this blog series, I explained the “beatwise” execution that’s at the heart of Helium technology (also known as the M-profile Vector Extensions / MVE). There’s some useful background information in that post, so it’s worth looking at…

    • over 1 year ago
    • Arm Research
    • Research Articles
  • Making Helium: Why not just add Neon? (1/4)

    Thomas Grocutt
    Thomas Grocutt

    Today, we’re excited about the announcement of the M‑profile vector extensions (MVE) for the Armv8‑M, which started in Arm’s research group several years ago. When we were asked to increase the DSP performance of
    Arm Cortex‑M processors, naturally…

    • over 1 year ago
    • Arm Research
    • Research Articles