eNauka - pregled
Pregled prema Autor Ngadiuba, Jennifer
Prikaz rezultata 1 do 7 od 7
| Godina | Naslov | Autor(i) | Tip rezultata | Mp-kat. |
|---|---|---|---|---|
| 2022 | Autoencoders on field-programmable gate arrays for real-time, unsupervised new physics detection at 40 MHz at the Large Hadron Collider | Govorkova, Ekaterina; Puljak, Ema; Aarrestad, Thea; James, Thomas; Loncar, Vladimir; Pierini, Maurizio; Pol, Adrian Alan; Ghielmetti, Nicolo; Graczyk, Maksymilian; Summers, Sioni;
Ngadiuba, Jennifer; Nguyen, Thong Q; Duarte, Javier; Wu, Zhenbin;
| Naučni članak | 21a+M21a+ - Vodeći međunarodni časopis kategorije M21a+ |
| 2021 | Automatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors | Coelho, Claudionor N Jr; Kuusela, Aki; Li, Shan; Zhuang, Hao; Ngadiuba, Jennifer; Aarrestad, Thea Klaeboe; Loncar, Vladimir; Pierini, Maurizio; Pol, Adrian Alan; Summers, Sioni | Naučni članak | 21a+M21a+ - Vodeći međunarodni časopis kategorije M21a+ |
| 2021 | Compressing deep neural networks on FPGAs to binary and ternary precision with | Ngadiuba, Jennifer; Loncar, Vladimir   ; Pierini, Maurizio; Summers, Sioni; Di Guglielmo, Giuseppe; Duarte, Javier; Harris, Philip; Rankin, Dylan; Jindariani, Sergo; Liu, Mia;
Pedro, Kevin; Tran, Nhan; Kreinar, Edward; Sagear, Sheila; Wu, Zhenbin; Hoang, Duc;
| Naučni članak | 21M21 - Vodeći međunarodni časopis kategorije M21 |
| 2021 | Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics | Iiyama, Yutaro; Cerminara, Gianluca; Gupta, Abhijay; Kieseler, Jan; Loncar, Vladimir ; Pierini, Maurizio; Qasim, Shah Rukh; Rieger, Marcel; Summers, Sioni; Van Onsem, Gerrit;
Wozniak, Kinga Anna; Ngadiuba, Jennifer; Di Guglielmo, Giuseppe; Duarte, Javier; Harris, Philip; Rankin, Dylan; Jindariani, Sergo; Liu, Mia; Pedro, Kevin; Tran, Nhan; Kreinar, Edward; Wu, Zhenbin;
| Naučni članak | 22M22 - Međunarodni časopis kategorije M22 |
| 2026 | HGQ: High Granularity Quantization for Real-time Neural Networks on FPGAs | Sun, Chang; Que, Zhiqiang; Arrestad, Thea; Loncar, Vladimir; Ngadiuba, Jennifer; Luk, Wayne; Spiropulu, Maria | Konferencijski rad | Mp kategorija će biti prikazana naknadno. |
| 2022 | Lightweight jet reconstruction and identification as an object detection task | Pol, Adrian Alan; Aarrestad, Thea; Govorkova, Ekaterina; Halily, Roi; Klempner, Anat; Kopetz, Tal; Loncar, Vladimir; Ngadiuba, Jennifer; Pierini, Maurizio; Sirkin, Olya;
Summers, Sioni;
| Naučni članak | 21aM21a - Vodeći međunarodni časopis kategorije M21a |
| 2022 | Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml | Ghielmetti, Nicolo; Loncar, Vladimir; Pierini, Maurizio; Roed, Marcel; Summers, Sioni; Aarrestad, Thea; Petersson, Christoffer; Linander, Hampus; Ngadiuba, Jennifer; Lin, Kelvin;
Harris, Philip;
| Naučni članak | 21aM21a - Vodeći međunarodni časopis kategorije M21a |