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ml:edge_computing [2025/03/20 12:26] – [Edge Computing for Neural Networks] jmflanigml:edge_computing [2025/03/26 20:13] (current) – [Related Pages] jmflanig
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 ====== Edge Computing for Neural Networks ====== ====== Edge Computing for Neural Networks ======
-Sometimes called tiny machine learning (machine learning for resourced constrained devices).+Sometimes called tiny machine learning (TinyML) which is machine learning for resourced constrained devices.
 ===== Overviews ===== ===== Overviews =====
   * [[https://arxiv.org/pdf/1910.10231.pdf|Voghoei et al 2019 - Deep Learning at the Edge]]   * [[https://arxiv.org/pdf/1910.10231.pdf|Voghoei et al 2019 - Deep Learning at the Edge]]
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   * [[https://arxiv.org/pdf/1907.08349.pdf|Wang et al 2019 - Convergence of Edge Computing and Deep Learning: A Comprehensive Survey]]   * [[https://arxiv.org/pdf/1907.08349.pdf|Wang et al 2019 - Convergence of Edge Computing and Deep Learning: A Comprehensive Survey]]
   * [[https://arxiv.org/pdf/2003.12172.pdf|Xu et al 2020 - Edge Intelligence: Architectures, Challenges, and Applications]]   * [[https://arxiv.org/pdf/2003.12172.pdf|Xu et al 2020 - Edge Intelligence: Architectures, Challenges, and Applications]]
 +  * [[https://arxiv.org/pdf/2311.11883|2023 - Efficient Neural Networks for Tiny Machine Learning: A Comprehensive Review]]
  
 ===== Papers ===== ===== Papers =====
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 ===== Related Pages ===== ===== Related Pages =====
 +  * [[Efficient NNs]]
   * [[Model Compression]]   * [[Model Compression]]
  
  
ml/edge_computing.1742473568.txt.gz · Last modified: 2025/03/20 12:26 by jmflanig
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