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researcher

Nicholas J. Fraser

13 papers hereh-index 152.3k citations30 works total

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

author position
  • first author1
  • middle author11

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • cs.CV6
  • cs.LG3
  • cs.AR2
  • cs.NE1
  • eess.SP1
same name
  • Nicholas J. Fraser — 6 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162021
most citedFINN: A Framework for Fast, Scalable Binarized Neural Network Inference

1k citations · 1.2k across the 11 of their papers we have counts for

collaborators
Showing 2016Show all

1 paper · 1 filter

cs.CV2016★ 1k cited

FINN: A Framework for Fast, Scalable Binarized Neural Network Inference

Yaman Umuroglu, Nicholas J. Fraser, Giulio Gambardella +4

Research has shown that convolutional neural networks contain significant redundancy, and high classification accuracy can be obtained even when weights and activations are reduced…

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