Browsing Data Science Institute (Conference Papers) by Subject "Edge Intelligence"

Now showing items 1-1 of 1

    • 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 ...