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Gianfranco Deriu

2 papers hereh-index 8189 citations14 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.NE1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

most citedNEURAghe: Exploiting CPU-FPGA Synergies for Efficient and Flexible CNN Inference Acceleration on Zynq SoCs

67 citations · 68 across the 2 of their papers we have counts for

collaborators

2 papers

eess.SP2020★ 1 cited

Optimizing Temporal Convolutional Network inference on FPGA-based accelerators

Marco Carreras, Gianfranco Deriu, Luigi Raffo +2

Convolutional Neural Networks are extensively used in a wide range of applications, commonly including computer vision tasks like image and video classification, recognition, and s…

cs.NE2017★ 67 cited

NEURAghe: Exploiting CPU-FPGA Synergies for Efficient and Flexible CNN Inference Acceleration on Zynq SoCs

Paolo Meloni, Alessandro Capotondi, Gianfranco Deriu +5

Deep convolutional neural networks (CNNs) obtain outstanding results in tasks that require human-level understanding of data, like image or speech recognition. However, their compu…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.