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researcher

J. Sérot

5 papers hereh-index 171.1k citations85 works total

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

author position
  • middle author3
  • last author1

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.DC2
  • astro-ph.EP1
  • cs.CV1
  • cs.OH1

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedAccelerating CNN inference on FPGAs: A Survey

103 citations · 178 across the 5 of their papers we have counts for

collaborators
Showing 2017 · cs.DCShow all

1 paper · 2 filters

cs.DC2017★ 56 cited

Tactics to Directly Map CNN graphs on Embedded FPGAs

Kamel Abdelouahab, Maxime Pelcat, Jocelyn Sérot +3

Deep Convolutional Neural Networks (CNNs) are the state-of-the-art in image classification. Since CNN feed forward propagation involves highly regular parallel computation, it bene…

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