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H. Heyn

13 papers hereh-index 12699 citations38 works total

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

author position
  • first author6
  • middle author6
  • last author1

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.SE10
  • cs.AR2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedVEDLIoT: Very Efficient Deep Learning in IoT

13 citations · 26 across the 12 of their papers we have counts for

collaborators
Showing 2022Show all

3 papers · 1 filter

cs.SE2022★ 3 cited

A Compositional Approach to Creating Architecture Frameworks with an Application to Distributed AI Systems

Hans-Martin Heyn, Eric Knauss, Patrizio Pelliccione

Artificial intelligence (AI) in its various forms finds more and more its way into complex distributed systems. For instance, it is used locally, as part of a sensor system, on the…

cs.AR2022★ 13 cited

VEDLIoT: Very Efficient Deep Learning in IoT

Martin Kaiser, Rene Griessl, Nils Kucza +33

The VEDLIoT project targets the development of energy-efficient Deep Learning for distributed AIoT applications. A holistic approach is used to optimize algorithms while also deali…

cs.SE2022

Setting AI in context: A case study on defining the context and operational design domain for automated driving

Hans-Martin Heyn, Padmini Subbiash, Jennifer Linder +2

[Context and motivation] For automated driving systems, the operational context needs to be known in order to state guarantees on performance and safety. The operational design dom…

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