TinyML Empowered Transfer Learning on the Edge

TinyML Empowered Transfer Learning on the Edge

Tiny machine learning (TinyML) is a promising approach to enable intelligent applications relying on Human Activity Recognition (HAR) on resource-limited and low-power Internet of Things (IoT) edge devices. However, designing efficient TinyML models for these devices remains challenging due to compu...

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Bibliographic Details
Main Authors: Ali M. Hayajneh, Maryam Hafeez, Syed Ali Raza Zaidi, Des McLernon
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of the Communications Society
Subjects:
TinyML
transfer learning
machine learning
deep neural networks
Online Access:https://ieeexplore.ieee.org/document/10459233/

Internet

https://ieeexplore.ieee.org/document/10459233/

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