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Applications and Techniques for Fast Machine Learning in Science.

A. Deiana, N. Tran, J. Agar, M. Blott, G. Guglielmo, J. Duarte, P. Harris, S. Hauck, M. Liu, M. Neubauer, J. Ngadiuba, S. Memik, M. Pierini, T. Aarrestad, S. Bähr, J. Becker, A. Berthold, R. Bonventre, T. Müller-Bravo, M. Diefenthaler, Z. Dong, N. Fritzsche, A. Gholami, E. Govorkova, K. Hazelwood, C. Herwig, B. Khan, S. Kim, T. Klijnsma, Y. Liu, K. Lo, T. Nguyen, G. Pezzullo, S. Rasoulinezhad, R. Rivera, K. Scholberg, J. Selig, S. Sen, D. Strukov, W. Tang, S. Thais, K. Unger, R. Vilalta, B. Krosigk, T. Warburton, M. Flechas, A. Aportela, T. Calvet, L. Cristella, D. Diaz, C. Doglioni, M. Galati, E. Khoda, F. Fahim, D. Giri, B. Hawks, D. Hoang, B. Holzman, S. Hsu, S. Jindariani, I. Johnson, R. Kansal, R. Kastner, E. Katsavounidis, J. Krupa, P. Li, S. Madireddy, E. Marx, P. McCormack, A. Meza, J. Mitrevski, M. Mohammed, F. Mokhtar, E. Moreno, S. Nagu, R. Narayan, N. Palladino, Z. Que, S. Park, S. Ramamoorthy, D. Rankin, S. Rothman, A. Sharma, S. Summers, P. Vischia, J. Vlimant, and O. Weng. CoRR, (2021)

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Laura Rankin

Brian Robert Rankin

Sam Dylan Moré

John-Dylan Haynes

John - Dylan Haynes

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Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics.Y. Iiyama, G. Cerminara, A. Gupta, J. Kieseler, V. Loncar, M. Pierini, S. Qasim, M. Rieger, S. Summers, G. Onsem and 12 other author(s). Frontiers Big Data, (2020)Physics Community Needs, Tools, and Resources for Machine Learning.P. Harris, E. Katsavounidis, W. McCormack, D. Rankin, Y. Feng, A. Gandrakota, C. Herwig, B. Holzman, K. Pedro, N. Tran and 11 other author(s). CoRR, (2022)AIgean: An Open Framework for Deploying Machine Learning on Heterogeneous Clusters.N. Tarafdar, G. Guglielmo, P. Harris, J. Krupa, V. Loncar, D. Rankin, N. Tran, Z. Wu, Q. Shen, and P. Chow. ACM Trans. Reconfigurable Technol. Syst., 15 (3): 23:1-23:32 (2022)Accelerated Charged Particle Tracking with Graph Neural Networks on FPGAs.A. Heintz, V. Razavimaleki, J. Duarte, G. DeZoort, I. Ojalvo, S. Thais, M. Atkinson, M. Neubauer, L. Gray, S. Jindariani and 11 other author(s). CoRR, (2020)hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices.F. Fahim, B. Hawks, C. Herwig, J. Hirschauer, S. Jindariani, N. Tran, L. Carloni, G. Guglielmo, P. Harris, J. Krupa and 20 other author(s). CoRR, (2021)Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML.G. Guglielmo, J. Duarte, P. Harris, D. Hoang, S. Jindariani, E. Kreinar, M. Liu, V. Loncar, J. Ngadiuba, K. Pedro and 6 other author(s). CoRR, (2020)GWAK: gravitational-wave anomalous knowledge with recurrent autoencoders.R. Raikman, E. Moreno, E. Govorkova, E. Marx, A. Gunny, W. Benoit, D. Chatterjee, R. Omer, M. Saleem, D. Rankin and 3 other author(s). Mach. Learn. Sci. Technol., 5 (2): 25020 (2024)Fast inference of Boosted Decision Trees in FPGAs for particle physics.S. Summers, G. Guglielmo, J. Duarte, P. Harris, D. Hoang, S. Jindariani, E. Kreinar, V. Loncar, J. Ngadiuba, M. Pierini and 3 other author(s). CoRR, (2020)Compressing deep neural networks on FPGAs to binary and ternary precision with hls4ml.J. Ngadiuba, V. Loncar, M. Pierini, S. Summers, G. Guglielmo, J. Duarte, P. Harris, D. Rankin, S. Jindariani, M. Liu and 6 other author(s). Mach. Learn. Sci. Technol., 2 (1): 15001 (2021)Ultra-low latency recurrent neural network inference on FPGAs for physics applications with hls4ml.E. Khoda, D. Rankin, R. de Lima, P. Harris, S. Hauck, S. Hsu, M. Kagan, V. Loncar, C. Paikara, R. Rao and 3 other author(s). CoRR, (2022)

BibSonomy

Disambiguation of "Rankin, Dylan S."

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Applications and Techniques for Fast Machine Learning in Science.

Please choose a person to relate this publication to

Laura Rankin

Brian Robert Rankin

Sam Dylan Moré

John-Dylan Haynes

John - Dylan Haynes

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Rankin, Dylan S."

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Applications and Techniques for Fast Machine Learning in Science.

Please choose a person to relate this publication to

Laura Rankin

Brian Robert Rankin

Sam Dylan Moré

John-Dylan Haynes

John - Dylan Haynes

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
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APA
Chicago
DIN 1505
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Applications and Techniques for Fast Machine Learning in Science.