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researcher

Matthew Denton

2 papers here

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AR1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedAIRCHITECT: Learning Custom Architecture Design and Mapping Space

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2021★ 2 cited

AIRCHITECT: Learning Custom Architecture Design and Mapping Space

Ananda Samajdar, Jan Moritz Joseph, Matthew Denton +1

Design space exploration is an important but costly step involved in the design/deployment of custom architectures to squeeze out maximum possible performance and energy efficiency…

cs.AR2021

Direct Spatial Implementation of Sparse Matrix Multipliers for Reservoir Computing

Matthew Denton, Herman Schmit

Reservoir computing systems rely on the recurrent multiplication of a very large, sparse, fixed matrix. We argue that direct spatial implementation of these fixed matrices minimize…

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