Now showing items 1-2 of 2

    • Porting and execution of anomalies detection models on embedded systems in IoT: Demo abstract 

      Sudharsan, Bharath; Patel, Pankesh; Wahid, Abdul; Yahya, Muhammad; Breslin, John G.; Ali, Muhammad Intizar (Association for Computing Machinery (ACM), 2021-05-18)
      In the Industry 4.0 era, Microcontrollers (MCUs) based tiny embedded sensor systems have become the sensing paradigm to interact with the physical world. In 2020, 25.6 billion MCUs were shipped, and over 250 billion MCUs ...
    • TinyML benchmark: Executing fully connected neural networks on commodity microcontrollers 

      Sudharsan, Bharath; Salerno, Simone; Nguyen, Duc-Duy; Yahya, Muhammad; Wahid, Abdul; Yadav, Piyush; Breslin, John G. (National University of Ireland Galway, 2021-06-20)
      Recent advancements in the field of ultra-low-power machine learning (TinyML) promises to unlock an entirely new class of edge applications. However, continued progress is restrained by the lack of benchmarking Machine ...