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Disambiguation of "Summers, Sioni"

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Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml.

, , , , , , , , , , and . Mach. Learn. Sci. Technol., 3 (4): 45011 (December 2022)

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Jim Summers

Douglas Summers-Stay

 

Other publications of authors with the same name

Automatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors., , , , , , , , , and . Nat. Mach. Intell., 3 (8): 675-686 (2021)A reconfigurable neural network ASIC for detector front-end data compression at the HL-LHC., , , , , , , , , and 8 other author(s). CoRR, (2021)Fast Inference of Deep Neural Networks for Real-time Particle Physics Applications., , , , , , , , , and 4 other author(s). FPGA, page 305. ACM, (2019)Applications and Techniques for Fast Machine Learning in Science., , , , , , , , , and 77 other author(s). CoRR, (2021)Author Correction: Autoencoders on field-programmable gate arrays for real-time, unsupervised new physics detection at 40 MHz at the Large Hadron Collider., , , , , , , , , and 4 other author(s). Nat. Mach. Intell., 4 (4): 414 (2022)Ultra-low latency recurrent neural network inference on FPGAs for physics applications with hls4ml., , , , , , , , , and 3 other author(s). Mach. Learn. Sci. Technol., 4 (2): 25004 (June 2023)Fast convolutional neural networks on FPGAs with hls4ml., , , , , , , , , and 10 other author(s). Mach. Learn. Sci. Technol., 2 (4): 45015 (2021)Fast convolutional neural networks on FPGAs with hls4ml., , , , , , , , , and 9 other author(s). CoRR, (2021)Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics., , , , , , , , , and 12 other author(s). Frontiers Big Data, (2020)Lightweight jet reconstruction and identification as an object detection task., , , , , , , , , and 1 other author(s). Mach. Learn. Sci. Technol., 3 (2): 25016 (2022)