Articles with "tinyml" as a keyword



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Intelligent and Efficient IoT Through the Cooperation of TinyML and Edge Computing

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Published in 2023 at "Informatica"

DOI: 10.15388/22-infor505

Abstract: The coordinated integration of heterogeneous TinyML-enabled elements in highly distributed Internet of Things (IoT) environments paves the way for the development of truly intelligent and context-aware applications. In this work, we propose a hierarchical ensemble… read more here.

Keywords: efficient iot; intelligent efficient; iot cooperation; edge computing ... See more keywords
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TinyML for Ultra-Low Power AI and Large Scale IoT Deployments: A Systematic Review

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Published in 2022 at "Future Internet"

DOI: 10.3390/fi14120363

Abstract: The rapid emergence of low-power embedded devices and modern machine learning (ML) algorithms has created a new Internet of Things (IoT) era where lightweight ML frameworks such as TinyML have created new opportunities for ML… read more here.

Keywords: low power; review; tinyml ultra; iot ... See more keywords