Author of the publication

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

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, P. Harris, D. Rankin, S. Jindariani, K. Pedro, N. Tran, M. Liu, E. Kreinar, Z. Wu, and D. Hoang. CoRR, (2021)

Please choose a person to relate this publication to

To differ between persons with the same name, the academic degree and the title of an important publication will be displayed. You can also use the button next to the name to display some publications already assigned to the person.

Jennifer Stiebich

Elektrochrome Beschichtungen: Herstellung und Analyse von elektrochromen MetalloxidenJ. Stiebich. Uni Gießen, (2009)

Jennifer Schiller

Jennifer Alten

Jennifer Offinger

Jennifer Rublack

Other publications of authors with the same name

Ultra Low-latency, Low-area Inference Accelerators using Heterogeneous Deep Quantization with QKeras and hls4ml.C. Jr., A. Kuusela, H. Zhuang, T. Aarrestad, V. Loncar, J. Ngadiuba, M. Pierini, and S. Summers. 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)Fast Particle-based Anomaly Detection Algorithm with Variational Autoencoder.R. Liu, A. Gandrakota, J. Ngadiuba, M. Spiropulu, and J. Vlimant. CoRR, (2023)Improving Variational Autoencoders for New Physics Detection at the LHC With Normalizing Flows.P. Jawahar, T. Aarrestad, N. Chernyavskaya, M. Pierini, K. Wozniak, J. Ngadiuba, J. Duarte, and S. Tsan. Frontiers Big Data, (2022)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)Automatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors.C. Jr., A. Kuusela, S. Li, H. Zhuang, J. Ngadiuba, T. Aarrestad, V. Loncar, M. Pierini, A. Pol, and S. Summers. Nat. Mach. Intell., 3 (8): 675-686 (2021)A reconfigurable neural network ASIC for detector front-end data compression at the HL-LHC.G. Guglielmo, F. Fahim, C. Herwig, M. Valentin, J. Duarte, C. Gingu, P. Harris, J. Hirschauer, M. Kwok, V. Loncar and 8 other author(s). CoRR, (2021)Fast inference of deep neural networks in FPGAs for particle physics.J. Duarte, S. Han, P. Harris, S. Jindariani, E. Kreinar, B. Kreis, J. Ngadiuba, M. Pierini, R. Rivera, N. Tran and 1 other author(s). CoRR, (2018)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 and 77 other author(s). CoRR, (2021)Fast Inference of Deep Neural Networks for Real-time Particle Physics Applications.J. Duarte, S. Han, P. Harris, S. Jindariani, E. Kreinar, B. Kreis, V. Loncar, J. Ngadiuba, M. Pierini, D. Rankin and 4 other author(s). FPGA, page 305. ACM, (2019)

BibSonomy

Disambiguation of "Ngadiuba, Jennifer"

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

Fast convolutional neural networks on FPGAs with hls4ml.

Please choose a person to relate this publication to

Jennifer Stiebich

Jennifer Schiller

Jennifer Alten

Jennifer Offinger

Jennifer Rublack

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Ngadiuba, Jennifer"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Fast convolutional neural networks on FPGAs with hls4ml.

Please choose a person to relate this publication to

Jennifer Stiebich

Jennifer Schiller

Jennifer Alten

Jennifer Offinger

Jennifer Rublack

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
Harvard
MSOffice XML

Fast convolutional neural networks on FPGAs with hls4ml.