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Scott Hauck

Identifiers

  • name variant Scott Hauck 0.60 · backfill

Papers (16)

  1. Low Latency Transformer Inference on FPGAs for Physics Applications with hls4ml cs.LG · 2024 · author #5
  2. Machine learning evaluation in the Global Event Processor FPGA for the ATLAS trigger upgrade physics.ins-det · 2024 · author #2
  3. FPGA Deployment of LFADS for Real-time Neuroscience Experiments q-bio.NC · 2024 · author #7
  4. Ultra Fast Transformers on FPGAs for Particle Physics Experiments cs.LG · 2024 · author #8
  5. Low Latency Edge Classification GNN for Particle Trajectory Tracking on FPGAs cs.AR · 2023 · author #6
  6. Ultra-low latency recurrent neural network inference on FPGAs for physics applications with hls4ml cs.LG · 2022 · author #5
  7. Open-source FPGA-ML codesign for the MLPerf Tiny Benchmark cs.LG · 2022 · author #6
  8. QONNX: Representing Arbitrary-Precision Quantized Neural Networks cs.LG · 2022 · author #13
  9. Physics Community Needs, Tools, and Resources for Machine Learning cs.LG · 2022 · author #14
  10. Graph Neural Networks for Charged Particle Tracking on FPGAs physics.ins-det · 2021 · author #8
  11. Applications and Techniques for Fast Machine Learning in Science cs.LG · 2021 · author #8
  12. hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices cs.LG · 2021 · author #24
  13. FPGAs-as-a-Service Toolkit (FaaST) physics.comp-ph · 2020 · author #9
  14. GPU coprocessors as a service for deep learning inference in high energy physics physics.comp-ph · 2020 · author #7
  15. FPGA-accelerated machine learning inference as a service for particle physics computing physics.data-an · 2019 · author #3
  16. FPGA Acceleration of Short Read Alignment q-bio.GN · 2018 · author #6

Mentions

  • 2409.05207 #5 · arxiv_oai · confidence 0.70 Scott Hauck
  • 2406.12875 #2 · arxiv_oai · confidence 0.70 Scott Hauck
  • 2402.04274 #7 · arxiv_oai · confidence 0.70 Scott Hauck
  • 2402.01047 #8 · arxiv_oai · confidence 0.70 Scott Hauck
  • 2306.11330 #6 · arxiv_oai · confidence 0.70 Scott Hauck
  • 2110.13041 #8 · arxiv_oai · confidence 0.70 Scott Hauck
  • 2207.00559 #5 · arxiv_oai · confidence 0.70 Scott Hauck
  • 2206.07527 #13 · arxiv_oai · confidence 0.70 Scott Hauck
  • 2206.11791 #6 · arxiv_oai · confidence 0.70 Scott Hauck
  • 2203.16255 #14 · arxiv_oai · confidence 0.70 Scott Hauck
  • 2112.02048 #8 · arxiv_oai · confidence 0.70 Scott Hauck
  • 2010.08556 #9 · arxiv_oai · confidence 0.70 Scott Hauck
  • 2007.10359 #7 · arxiv_oai · confidence 0.70 Scott Hauck
  • 2103.05579 #24 · arxiv_oai · confidence 0.70 Scott Hauck
  • 1904.08986 #3 · arxiv_oai · confidence 0.70 Scott Hauck
  • 1805.00106 #6 · arxiv_oai · confidence 0.70 Scott Hauck

Frequent Coauthors