TinyML: A Systematic Review and Synthesis of Existing Research
2022 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)（2022）
摘要
Tiny Machine Learning (TinyML), a rapidly evolving edge computing concept that links embedded systems (hardware and software) and machine learning, with the purpose of realizing ultra-low-power and low-cost and efficiency and privacy, brings machine learning inference to battery-powered intelligent devices. In this study, we conduct a systematic review of TinyML research by synthesizing 47 papers ...
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关键词
Privacy,Systematics,Machine learning algorithms,Software algorithms,Machine learning,Hardware,Software
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