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Original paper

Machine Learning for Microcontroller-Class Hardware: A Review

Volume: 22, Issue: 22, Pages: 21362 - 21390
Published: Oct 5, 2022
Abstract
The advancements in machine learning opened a new opportunity to bring intelligence to the low-end Internet-of-Things nodes such as microcontrollers. Conventional machine learning deployment has high memory and compute footprint hindering their direct deployment on ultra resource-constrained microcontrollers. This paper highlights the unique requirements of enabling onboard machine learning for microcontroller class devices. Researchers use a...
Paper Details
Title
Machine Learning for Microcontroller-Class Hardware: A Review
Published Date
Oct 5, 2022
Volume
22
Issue
22
Pages
21362 - 21390
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