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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, M. Pierini, D. Rankin, S. Sagear, S. Summers, N. Tran, and Z. Wu. CoRR, (2020)

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Hoang Duc Nguyen

Hoang Duc Kiet

Hoang Duc Minh

Hoang Duc Luu

Hoang Duc Nguyen

Other publications of authors with the same name

A new approach of deep neural computing for spatial prediction of wildfire danger at tropical climate areas.H. Le, D. Hoang, C. Tran, P. Nguyen, V. Tran, N. Hoang, M. Amiri, P. Ngo, V. Nhu, V. Hoang and 1 other author(s). Ecol. Informatics, (2021)Development of an ENVISAT Altimetry Processor Providing Sea Level Continuity Between Open Ocean and Arctic Leads.J. Poisson, G. Quartly, A. Kurekin, P. Thibaut, D. Hoang, and F. Nencioli. IEEE Trans. Geosci. Remote. Sens., 56 (9): 5299-5319 (2018)Fast convolutional neural networks on FPGAs with hls4ml.T. Aarrestad, V. Loncar, N. Ghielmetti, M. Pierini, S. Summers, J. Ngadiuba, C. Petersson, H. Linander, Y. Iiyama, G. Guglielmo and 10 other author(s). Mach. Learn. Sci. Technol., 2 (4): 45015 (2021)Fast convolutional neural networks on FPGAs with hls4ml.T. Aarrestad, V. Loncar, M. Pierini, S. Summers, J. Ngadiuba, C. Petersson, H. Linander, Y. Iiyama, G. Guglielmo, J. Duarte and 9 other author(s). CoRR, (2021)MM-Hand: 3D-Aware Multi-Modal Guided Hand Generation for 3D Hand Pose Synthesis.Z. Wu, D. Hoang, S. Lin, Y. Xie, L. Chen, Y. Lin, Z. Wang, and W. Fan. ACM Multimedia, page 2508-2516. ACM, (2020)SPARK 2014 and GNATprove - A competition report from builders of an industrial-strength verifying compiler.D. Hoang, Y. Moy, A. Wallenburg, and R. Chapman. Int. J. Softw. Tools Technol. Transf., 17 (6): 695-707 (2015)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)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)Inferring Convolutional Neural Networks' accuracies from their architectural characterizations.D. Hoang, J. Hamer, G. Perdue, S. Young, J. Miller, and A. Ghosh. CoRR, (2020)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)

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Disambiguation of "Hoang, Duc"

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Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML.

Please choose a person to relate this publication to

Hoang Duc Nguyen

Hoang Duc Kiet

Hoang Duc Minh

Hoang Duc Luu

Hoang Duc Nguyen

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Hoang, Duc"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML.

Please choose a person to relate this publication to

Hoang Duc Nguyen

Hoang Duc Kiet

Hoang Duc Minh

Hoang Duc Luu

Hoang Duc Nguyen

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
EndNote
APA
Chicago
DIN 1505
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Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML.