TinyML for Ultra-Low Power AI and Large Scale IoT Deployments: A Systematic Review

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 algorithms running within edge devices. In particular, the TinyML framewor...

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Bibliographic Details
Main Authors: Nikolaos Schizas, Aristeidis Karras, Christos Karras, Spyros Sioutas
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Future Internet
Subjects:
Online Access:https://www.mdpi.com/1999-5903/14/12/363