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researcher

Yaman Umuroglu

15 papers hereh-index 142.2k citations34 works total

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

author position
  • first author6
  • middle author6
  • last author2

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.AR4
  • cs.CV4
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedFINN: A Framework for Fast, Scalable Binarized Neural Network Inference

1k citations · 1.2k across the 14 of their papers we have counts for

collaborators
Showing eess.SPShow all

1 paper · 1 filter

eess.SP2020

LogicNets: Co-Designed Neural Networks and Circuits for Extreme-Throughput Applications

Yaman Umuroglu, Yash Akhauri, Nicholas J. Fraser +1

Deployment of deep neural networks for applications that require very high throughput or extremely low latency is a severe computational challenge, further exacerbated by inefficie…

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