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<titleInfo><title>Heuristic &amp;amp; Expert-Guided Buffer Sizing for Neural Network Inference Applications on FPGAs</title></titleInfo>


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<name type="personal">
  <namePart type="given">Lukas</namePart>
  <namePart type="family">Stasytis</namePart>
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  <namePart type="given">Felix</namePart>
  <namePart type="family">Jentzsch</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">55631</identifier><description xsi:type="identifierDefinition" type="orcid">0000-0003-4987-5708</description></name>
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  <namePart type="given">Thomas</namePart>
  <namePart type="family">Preusser</namePart>
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  <namePart type="given">Yaman</namePart>
  <namePart type="family">Umuroglu</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Jakoba</namePart>
  <namePart type="family">Petri-Koenig</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
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  <namePart type="given">Zsolt</namePart>
  <namePart type="family">István</namePart>
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  <namePart>Computing Resources Provided by the Paderborn Center for Parallel Computing</namePart>
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<originInfo><publisher>IEEE</publisher><dateIssued encoding="w3cdtf">2026</dateIssued>
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<language><languageTerm authority="iso639-2b" type="code">eng</languageTerm>
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<relatedItem type="host"><titleInfo><title>2025 International Conference on Field Programmable Technology (ICFPT)</title></titleInfo><identifier type="doi">10.1109/icfpt67023.2025.00032</identifier>
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<chicago>Stasytis, Lukas, Felix Jentzsch, Thomas Preusser, Yaman Umuroglu, Jakoba Petri-Koenig, and Zsolt István. “Heuristic &amp;#38;amp; Expert-Guided Buffer Sizing for Neural Network Inference Applications on FPGAs.” In &lt;i&gt;2025 International Conference on Field Programmable Technology (ICFPT)&lt;/i&gt;. IEEE, 2026. &lt;a href=&quot;https://doi.org/10.1109/icfpt67023.2025.00032&quot;&gt;https://doi.org/10.1109/icfpt67023.2025.00032&lt;/a&gt;.</chicago>
<ieee>L. Stasytis, F. Jentzsch, T. Preusser, Y. Umuroglu, J. Petri-Koenig, and Z. István, “Heuristic &amp;#38;amp; Expert-Guided Buffer Sizing for Neural Network Inference Applications on FPGAs,” 2026, doi: &lt;a href=&quot;https://doi.org/10.1109/icfpt67023.2025.00032&quot;&gt;10.1109/icfpt67023.2025.00032&lt;/a&gt;.</ieee>
<ama>Stasytis L, Jentzsch F, Preusser T, Umuroglu Y, Petri-Koenig J, István Z. Heuristic &amp;#38;amp; Expert-Guided Buffer Sizing for Neural Network Inference Applications on FPGAs. In: &lt;i&gt;2025 International Conference on Field Programmable Technology (ICFPT)&lt;/i&gt;. IEEE; 2026. doi:&lt;a href=&quot;https://doi.org/10.1109/icfpt67023.2025.00032&quot;&gt;10.1109/icfpt67023.2025.00032&lt;/a&gt;</ama>
<apa>Stasytis, L., Jentzsch, F., Preusser, T., Umuroglu, Y., Petri-Koenig, J., &amp;#38; István, Z. (2026). Heuristic &amp;#38;amp; Expert-Guided Buffer Sizing for Neural Network Inference Applications on FPGAs. &lt;i&gt;2025 International Conference on Field Programmable Technology (ICFPT)&lt;/i&gt;. &lt;a href=&quot;https://doi.org/10.1109/icfpt67023.2025.00032&quot;&gt;https://doi.org/10.1109/icfpt67023.2025.00032&lt;/a&gt;</apa>
<bibtex>@inproceedings{Stasytis_Jentzsch_Preusser_Umuroglu_Petri-Koenig_István_2026, title={Heuristic &amp;#38;amp; Expert-Guided Buffer Sizing for Neural Network Inference Applications on FPGAs}, DOI={&lt;a href=&quot;https://doi.org/10.1109/icfpt67023.2025.00032&quot;&gt;10.1109/icfpt67023.2025.00032&lt;/a&gt;}, booktitle={2025 International Conference on Field Programmable Technology (ICFPT)}, publisher={IEEE}, author={Stasytis, Lukas and Jentzsch, Felix and Preusser, Thomas and Umuroglu, Yaman and Petri-Koenig, Jakoba and István, Zsolt}, year={2026} }</bibtex>
<short>L. Stasytis, F. Jentzsch, T. Preusser, Y. Umuroglu, J. Petri-Koenig, Z. István, in: 2025 International Conference on Field Programmable Technology (ICFPT), IEEE, 2026.</short>
<mla>Stasytis, Lukas, et al. “Heuristic &amp;#38;amp; Expert-Guided Buffer Sizing for Neural Network Inference Applications on FPGAs.” &lt;i&gt;2025 International Conference on Field Programmable Technology (ICFPT)&lt;/i&gt;, IEEE, 2026, doi:&lt;a href=&quot;https://doi.org/10.1109/icfpt67023.2025.00032&quot;&gt;10.1109/icfpt67023.2025.00032&lt;/a&gt;.</mla>
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