Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Nicolò Ghielmetti"'
Autor:
Nicolò Ghielmetti, Vladimir Loncar, Maurizio Pierini, Marcel Roed, Sioni Summers, Thea Aarrestad, Christoffer Petersson, Hampus Linander, Jennifer Ngadiuba, Kelvin Lin, Philip Harris
Publikováno v:
Machine Learning: Science and Technology, 3 (4)
In this paper, we investigate how field programmable gate arrays can serve as hardware accelerators for real-time semantic segmentation tasks relevant for autonomous driving. Considering compressed versions of the ENet convolutional neural network ar
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::88109b235b4c3c628cd2f34015476534
http://cds.cern.ch/record/2839971
http://cds.cern.ch/record/2839971
Autor:
Ekaterina Govorkova, Ema Puljak, Thea Aarrestad, Thomas James, Vladimir Loncar, Maurizio Pierini, Adrian Alan Pol, Nicolò Ghielmetti, Maksymilian Graczyk, Sioni Summers, Jennifer Ngadiuba, Thong Q. Nguyen, Javier Duarte, Zhenbin Wu
To study the physics of fundamental particles and their interactions, the Large Hadron Collider was constructed at CERN, where protons collide to create new particles measured by detectors. Collisions occur at a frequency of 40 MHz, and with an event
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d13d8cc6e26d0c67c4ca4433d085f267
http://cds.cern.ch/record/2779339
http://cds.cern.ch/record/2779339
Autor:
Duc Hoang, Nhan Tran, Sioni Summers, Christoffer Petersson, Javier Duarte, Sergo Jindariani, Giuseppe Di Guglielmo, Edward Kreinar, Jennifer Ngadiuba, Kevin Pedro, Dylan Rankin, Maurizio Pierini, Nicolò Ghielmetti, Zhenbin Wu, Philip Harris, Mia Liu, Yutaro Iiyama, Hampus Linander, Vladimir Loncar, Thea Klaeboe Aarrestad
Publikováno v:
Machine Learning Science and Technology
We introduce an automated tool for deploying ultra low-latency, low-power deep neural networks with convolutional layers on FPGAs. By extending the hls4ml library, we demonstrate an inference latency of $5\,\mu$s using convolutional architectures, ta
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::05fc325c7500b44ac1f69bc4e6110cc5
http://arxiv.org/abs/2101.05108
http://arxiv.org/abs/2101.05108
Autor:
Ekaterina Govorkova, Ema Puljak, Thea Aarrestad, Thomas James, Vladimir Loncar, Maurizio Pierini, Adrian Alan Pol, Nicolò Ghielmetti, Maksymilian Graczyk, Sioni Summers, Jennifer Ngadiuba, Thong Q. Nguyen, Javier Duarte, Zhenbin Wu
Publikováno v:
Nature Machine Intelligence. 4:414-414
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ac1498da2702a4d6dc007655d1a9b363
https://doi.org/10.1038/s42256-022-00486-4
https://doi.org/10.1038/s42256-022-00486-4
Autor:
'Nicolò Ghielmetti
Publikováno v:
Vladimir Loncar
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=r3c4b2081b22::343ebb36476ecd7db2ee3fda191eea35