Machine Learning on Mainstream Microcontrollers

This paper presents the Edge Learning Machine (ELM), a machine learning framework for edge devices, which manages the training phase on a desktop computer and performs inferences on microcontrollers. The framework implements, in a platform-independent C language, three supervised machine learning al...

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Bibliographic Details
Main Authors: Fouad Sakr, Francesco Bellotti, Riccardo Berta, Alessandro De Gloria
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Sensors
Subjects:
ANN
Online Access:https://www.mdpi.com/1424-8220/20/9/2638