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--- ml:edge_computing [2022/08/29 06:07] – [Conferences and Workshops] jmflanig
+++ ml:edge_computing [2025/03/26 20:13] (current) – [Related Pages] jmflanig
@@ Line 1: / Line 1: @@
 ====== Edge Computing for Neural Networks ======
+Sometimes called tiny machine learning (TinyML) which is machine learning for resourced constrained devices.
 ===== Overviews =====
   * [[https://arxiv.org/pdf/1910.10231.pdf|Voghoei et al 2019 - Deep Learning at the Edge]]
@@ Line 6: / Line 6: @@
   * [[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/2311.11883|2023 - Efficient Neural Networks for Tiny Machine Learning: A Comprehensive Review]]
 ===== Papers =====
@@ Line 19: / Line 20: @@
 ===== Conferences and Workshops =====
-  * [[https://mlsys.org/|MLSys]] - Sometimes has some edge computing papers
+  * [[https://mlsys.org/|MLSys]] - Has some mobile, on-device, or edge computing papers
   * [[https://www.tinyml.org/|TinyML]] (Educational - I don't think they publish papers)
 ===== Related Pages =====
+  * [[Efficient NNs]]
   * [[Model Compression]]