Essays about: "Joakim Åkerström"

Found 1 essay containing the words Joakim Åkerström.

  1. 1. Resource Optimal Neural Networks for Safety-critical Real-time Systems

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Joakim Åkerström; [2020-07-10]
    Keywords : Data science; machine learning; deep learning; neural networks; network compression; network acceleration; safety-critical systems; real-time systems;

    Abstract : Deep neural networks consume an excessive amount of hardware resources, making them difficult to deploy to real-time systems. Previous work in the field of network compression lack the explicit hardware feedback necessary to control the resource constraints imposed by such systems. READ MORE