• 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
  • 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
  • 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
  • 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
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