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researcher

Matthew Mattina

33 papers hereh-index 213.5k citations48 works total

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

author position
  • middle author17
  • last author16

Across the 33 of 33 papers where every author was matched, so the position is known.

fields
  • cs.LG20
  • cs.AR3
  • cs.CV3
  • cs.DC3
  • cs.CL1
  • cs.IT1
same name
  • Matthew Mattina — 1 paper

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
20182026
most citedSCALE-Sim: Systolic CNN Accelerator Simulator

192 citations · 731 across the 30 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 6 cited

UDC: Unified DNAS for Compressible TinyML Models

Igor Fedorov, Ramon Matas, Hokchhay Tann +3

Deploying TinyML models on low-cost IoT hardware is very challenging, due to limited device memory capacity. Neural processing unit (NPU) hardware address the memory challenge by u…

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