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researcher

Berkin Akin

8 papers hereh-index 185k citations30 works total

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

author position
  • first author1
  • middle author5
  • last author1

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.AR2
  • cs.CV2
  • cs.LG2
  • cs.DC1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20202022
most citedMitigating Edge Machine Learning Inference Bottlenecks: An Empirical Study on Accelerating Google Edge Models

20 citations · 52 across the 5 of their papers we have counts for

collaborators
Showing cs.DCShow all

1 paper · 1 filter

cs.DC2022

Searching for Efficient Neural Architectures for On-Device ML on Edge TPUs

Berkin Akin, Suyog Gupta, Yun Long +6

On-device ML accelerators are becoming a standard in modern mobile system-on-chips (SoC). Neural architecture search (NAS) comes to the rescue for efficiently utilizing the high co…

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