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Fast inference of deep neural networks in FPGAs for particle physics.

, , , , , , , , , , и . CoRR, (2018)

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FPGA-Accelerated Machine Learning Inference as a Service for Particle Physics Computing., , , , , , , , , и 13 other автор(ы). Comput. Softw. Big Sci., (декабря 2019)Neural Embedding: Learning the Embedding of the Manifold of Physics Data., , и . CoRR, (2022)A FAIR and AI-ready Higgs Boson Decay Dataset., , , , , , , , , и 3 other автор(ы). CoRR, (2021)Data Science and Machine Learning in Education., , , , , , , , , и 13 other автор(ы). CoRR, (2022)Optimizing Likelihood-free Inference using Self-supervised Neural Symmetry Embeddings., , , , , и . CoRR, (2023)Fast convolutional neural networks on FPGAs with hls4ml., , , , , , , , , и 9 other автор(ы). CoRR, (2021)Ultra-low latency recurrent neural network inference on FPGAs for physics applications with hls4ml., , , , , , , , , и 3 other автор(ы). Mach. Learn. Sci. Technol., 4 (2): 25004 (июня 2023)Fast convolutional neural networks on FPGAs with hls4ml., , , , , , , , , и 10 other автор(ы). Mach. Learn. Sci. Technol., 2 (4): 45015 (2021)GPU coprocessors as a service for deep learning inference in high energy physics., , , , , , , , , и 6 other автор(ы). Mach. Learn. Sci. Technol., 2 (3): 35005 (2021)Re-Simulation-based Self-Supervised Learning for Pre-Training Foundation Models., , , , и . CoRR, (2024)