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Author/Creator Aarrestad, Thea

1. Fast convolutional neural networks on FPGAs with hls4ml. Issue 4 (16th July 2021)

Authors:
Aarrestad, Thea; Loncar, Vladimir; Ghielmetti, Nicolò; Pierini, Maurizio; Summers, Sioni; Ngadiuba, Jennifer; Petersson, Christoffer; Linander, Hampus; Iiyama, Yutaro; Di Guglielmo, Giuseppe; Duarte, Javier; Harris, Philip; Rankin, Dylan; Jindariani, Sergo; Pedro, Kevin; Tran, Nhan; Liu, Mia; Kre...
Journal:
Machine learning: science and technology
Issue:
Volume 2:Issue 4(2021)
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Record Type:
Journal Article
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2. Lightweight jet reconstruction and identification as an object detection task. Issue 2 (1st June 2022)

Authors:
Pol, Adrian Alan; Aarrestad, Thea; Govorkova, Ekaterina; Halily, Roi; Klempner, Anat; Kopetz, Tal; Loncar, Vladimir; Ngadiuba, Jennifer; Pierini, Maurizio; Sirkin, Olya; Summers, Sioni
Journal:
Machine learning: science and technology
Issue:
Volume 3:Issue 2(2022)
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Record Type:
Journal Article
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3. Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml. Issue 4 (1st December 2022)

Authors:
Ghielmetti, Nicolò; Loncar, Vladimir; Pierini, Maurizio; Roed, Marcel; Summers, Sioni; Aarrestad, Thea; Petersson, Christoffer; Linander, Hampus; Ngadiuba, Jennifer; Lin, Kelvin; Harris, Philip
Journal:
Machine learning: science and technology
Issue:
Volume 3:Issue 4(2022)
Page Start:
Record Type:
Journal Article
View Content:
Available online (eLD content is only available in our Reading Rooms) ↗