Browsing by Author "Aarrestad, Thea"

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    • Fast convolutional neural networks on FPGAs with hls4ml 

      Aarrestad, Thea; Loncar, Vladimir; Ghielmetti, Nicolò; Pierini, Maurizio; Summers, Sioni; e.a. (IOP Publishing, 2021)
      <jats:title>Abstract</jats:title> <jats:p>We introduce an automated tool for deploying ultra low-latency, low-power deep neural networks with convolutional layers on field-programmable gate arrays (FPGAs). ...