يعرض 1 - 10 نتائج من 74 نتيجة بحث عن '"Pappalardo, Alessandro"', وقت الاستعلام: 0.85s تنقيح النتائج
  1. 1
    مؤتمر
    A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance

    المؤلفون: Colbert, Ian, Pappalardo, Alessandro, Petri-Koenig, Jakoba

    المصدر: 2023 IEEE/CVF International Conference on Computer Vision (ICCV) ICCV Computer Vision (ICCV), 2023 IEEE/CVF International Conference on. :16943-16952 Oct, 2023

    Relation: 2023 IEEE/CVF International Conference on Computer Vision (ICCV)

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  2. 2
    تقرير
    A2Q+: Improving Accumulator-Aware Weight Quantization

    المؤلفون: Colbert, Ian, Pappalardo, Alessandro, Petri-Koenig, Jakoba, Umuroglu, Yaman

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Hardware Architecture, Computer Science - Performance

    URL الوصول: http://arxiv.org/abs/2401.10432

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  3. 3
    تقرير
    Shedding the Bits: Pushing the Boundaries of Quantization with Minifloats on FPGAs

    المؤلفون: Aggarwal, Shivam, Damsgaard, Hans Jakob, Pappalardo, Alessandro, Franco, Giuseppe, Preußer, Thomas B., Blott, Michaela, Mitra, Tulika

    مصطلحات موضوعية: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Hardware Architecture, Computer Science - Machine Learning, Computer Science - Performance

    URL الوصول: http://arxiv.org/abs/2311.12359

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  4. 4
    مؤتمر
    Mix-GEMM: An efficient HW-SW Architecture for Mixed-Precision Quantized Deep Neural Networks Inference on Edge Devices

    المؤلفون: Reggiani, Enrico, Pappalardo, Alessandro, Doblas, Max, Moreto, Miquel, Olivieri, Mauro, Unsal, Osman Sabri, Cristal, Adrian

    المصدر: 2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA) High-Performance Computer Architecture (HPCA), 2023 IEEE International Symposium on. :1085-1098 Feb, 2023

    Relation: 2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA)

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  5. 5
    تقرير
    Quantized Neural Networks for Low-Precision Accumulation with Guaranteed Overflow Avoidance

    المؤلفون: Colbert, Ian, Pappalardo, Alessandro, Petri-Koenig, Jakoba

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Hardware Architecture, Computer Science - Computer Vision and Pattern Recognition

    URL الوصول: http://arxiv.org/abs/2301.13376

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  6. 6
    مؤتمر
    Trainable Preprocessing for Reduced Precision Neural Networks

    المؤلفون: Csordas, Gabor, Denolf, Kristof, Fraser, Nicholas, Pappalardo, Alessandro, Vissers, Kees

    المصدر: 2021 29th European Signal Processing Conference (EUSIPCO) Signal Processing Conference (EUSIPCO), 2021 29th European. :1546-1550 Aug, 2021

    Relation: 2021 29th European Signal Processing Conference (EUSIPCO)

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  7. 7
    تقرير
    QONNX: Representing Arbitrary-Precision Quantized Neural Networks

    المؤلفون: Pappalardo, Alessandro, Umuroglu, Yaman, Blott, Michaela, Mitrevski, Jovan, Hawks, Ben, Tran, Nhan, Loncar, Vladimir, Summers, Sioni, Borras, Hendrik, Muhizi, Jules, Trahms, Matthew, Hsu, Shih-Chieh, Hauck, Scott, Duarte, Javier

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Hardware Architecture, Computer Science - Programming Languages, Statistics - Machine Learning

    URL الوصول: http://arxiv.org/abs/2206.07527

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  8. 8
    مؤتمر
    FINN-L: Library Extensions and Design Trade-Off Analysis for Variable Precision LSTM Networks on FPGAs

    المؤلفون: Rybalkin, Vladimir, Pappalardo, Alessandro, Ghaffar, Muhammad Mohsin, Gambardella, Giulio, Wehn, Norbert, Blott, Michaela

    المصدر: 2018 28th International Conference on Field Programmable Logic and Applications (FPL) FPL Field Programmable Logic and Applications (FPL), 2018 28th International Conference on. :89-897 Aug, 2018

    Relation: 2018 28th International Conference on Field Programmable Logic and Applications (FPL)

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  9. 9
    تقرير
    Ps and Qs: Quantization-aware pruning for efficient low latency neural network inference

    المؤلفون: Hawks, Benjamin, Duarte, Javier, Fraser, Nicholas J., Pappalardo, Alessandro, Tran, Nhan, Umuroglu, Yaman

    المصدر: Front. AI 4, 94 (2021)

    مصطلحات موضوعية: Computer Science - Machine Learning, High Energy Physics - Experiment, Physics - Data Analysis, Statistics and Probability, Physics - Instrumentation and Detectors

    URL الوصول: http://arxiv.org/abs/2102.11289

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  10. 10
    مؤتمر
    A Feedback-Based Design Space Exploration Subsystem for the Automation of Architectures Synthesis on Proprietary FPGA Toolchains

    المؤلفون: Pappalardo, Alessandro, Natale, Giuseppe, Santambrogio, Marco Domenico

    المصدر: 2017 Euromicro Conference on Digital System Design (DSD) DSD Digital System Design (DSD), 2017 Euromicro Conference on. :151-154 Aug, 2017

    Relation: 2017 Euromicro Conference on Digital System Design (DSD)

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