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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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Detalles Bibliográficos
Autores principales: Sakr, Fouad, Bellotti, Francesco, Berta, Riccardo, De Gloria, Alessandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7249132/
https://www.ncbi.nlm.nih.gov/pubmed/32380766
http://dx.doi.org/10.3390/s20092638