Reference and Contributors

Citation

If you are using the package please cite:

• 

• 10. Duarte et al., “Fast inference of deep neural networks in FPGAs for particle physics”, JINST 13 P07027 (2018), arXiv:1804.06913.

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:

• 7. 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

Contributors

• 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]