• Running AlexNet on Raspberry Pi with Compute Library

    Gian Marco Iodice
    Gian Marco Iodice

    If you’d like to develop your Convolutional Neural Networks using just the Compute Library and a Raspberry Pi, this step-by-step guide will show you how… and it comes complete with all the tools you’ll need to get up and running.

    If…

    • over 2 years ago
    • Processors
    • Processors blog
  • New CMSIS-NN Neural Network Kernels Boost Efficiency in Microcontrollers by ~5x

    Vikas Chandra
    Vikas Chandra

    Neural Networks are becoming increasingly popular in always-on IoT edge devices performing data analytics right at the source, reducing latency as well as energy consumption for data communication. CMSIS-NN is a collection of efficient neural network…

    • over 2 years ago
    • Processors
    • Processors blog
  • How to Achieve High-Accuracy Keyword Spotting on Cortex-M Processors

    Vikas Chandra
    Vikas Chandra

    It IS possible to optimize neural network architectures to fit within the memory and compute constraints of microcontrollers – without sacrificing accuracy. We explain how, and explore the potential of depthwise separable convolutional neural networks…

    • over 2 years ago
    • Processors
    • Processors blog
  • Machine learning in low-power devices brings sound recognition to the smart home market

    Thomas Lorenser
    Thomas Lorenser

    The Smart Home market is now at an inflection point. Early devices in the market were connected to the internet but were typically single-function, often lacking connectivity to other devices and with closed APIs, denying the user the ability to design…

    • over 3 years ago
    • Processors
    • Processors blog
  • White Paper: DSP capabilities of Cortex-M4 and Cortex-M7

    Thomas Lorenser
    Thomas Lorenser

    As we see the spectacular growth in the number of autonomous, intelligent, and connected devices (i.e. smart embedded, the Internet of Things, or IoT), which are required to operate in a low-power environment, manufacturers are increasingly turning to…

    • over 4 years ago
    • Processors
    • Processors blog
  • Accelerating AI experiences from edge to cloud

    Nandan Nayampally
    Nandan Nayampally
    • First processors based on Arm DynamIQ technology take a big step towards boosting AI performance by more than 50x over the next 3-5 years
    • Arm Cortex-A75 delivers massive single-thread compute uplift for premium performance points
    • Arm Cortex-A55 is the…
    • over 3 years ago
    • Processors
    • Processors blog
  • Arm Cortex-A55: Efficient performance from edge to cloud

    Govind Wathan
    Govind Wathan

    Have you heard? There are a couple of new CPUs in town... and they pack a punch! Of course, I am talking about the Arm Cortex-A75 and Cortex-A55, the first Cortex-A processors based on the recently announced, DynamIQ technology. In this blog, we will…

    • over 3 years ago
    • Processors
    • Processors blog
  • Arm Cortex-A75: ground-breaking performance for intelligent solutions

    Stefan Rosinger
    Stefan Rosinger

    Its seems like it was only yesterday when we announced the Arm Cortex-A73, the most power-efficient high-performance Cortex application processor to date. Today we can see Cortex-A73 in production, powering cutting-edge devices in the mobile and consumer…

    • over 3 years ago
    • Processors
    • Processors blog
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