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Steven Colleman

4 papers hereh-index 6105 citations13 works total

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

author position
  • first author2
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.AR3
  • eess.SY1

identity via Semantic Scholar / OpenAlex

most citedStream: Design Space Exploration of Layer-Fused DNNs on Heterogeneous Dataflow Accelerators

10 citations · 20 across the 4 of their papers we have counts for

collaborators
Showing eess.SYShow all

1 paper · 1 filter

eess.SY2024★ 6 cited

COAC: Cross-layer Optimization of Accelerator Configurability for Efficient CNN Processing

Steven Colleman, Man Shi, Marian Verhelst

To achieve high accuracy, convolutional neural networks (CNNs) are increasingly growing in complexity and diversity in layer types and topologies. This makes it very challenging to…

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