Reference and Contributors


If you are using the package please cite:

If you are using the boosted decision tree implementation, please cite also:

  • S. Summers et al., “Fast inference of boosted decision trees in FPGAs for particle physics”, arXiv:2002.02534. If you are using the binary or ternary neural network implementation, please also cite:

    1. Di Guglielmo et al., “Compressing deep neural networks on FPGAs to binary and ternary precision with hls4ml”, arXiv:2003.06308

Additional Talks and Presentations

  • eScience 2019: talk

  • ACAT 2019: talk

  • Zurich Hands-on Course: course

  • TWEPP 2018: talk

  • CHEP 2018: talk

  • Connecting the Dots 2018: talk

  • Fermilab Research Techniques Seminar: talk

  • CERN EP/IT Data Science Seminar: talk


  • Vladimir Loncar, Jennifer Ngadiuba, Maurizio Pierini, Sioni Summers [CERN]

  • Javier Duarte [University of California San Diego]

  • Sergo Jindariani, Benjamin Kreis, Ryan Rivera, Nhan Tran [Fermilab]

  • Edward Kreinar [Hawkeye360]

  • Song Han, Philip Harris, Dylan Rankin [MIT]

  • Zhenbin Wu [University of Illinois at Chicago]

  • Mark Neubauer [University of Illinois Urbana-Champaign]

  • Shih-Chieh Hsu [University of Washington]

  • Giuseppe Di Guglielmo [Columbia University]

  • Duc Hoang [Rhodes College]

  • Noah Paladino [Rutgers University]