MbedML: A Machine Learning Project for Embedded Systems

This article describes the tasks being carried out within the framework of a research and development project on machine learning techniques and algorithms applied to small devices. It includes a brief review of the available technologies, online development platforms, work methodology and open sour...

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Detalles Bibliográficos
Autores principales: Estrebou, César Armando, Fleming, Martín, Saavedra, Marcos David, Adra, Federico
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2021
Materias:
Ciencias Informáticas
Machine learning
Embedded Systems
Internet of Things
Convolutional Neural Networks
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/125142
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-125142
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Machine learning
Embedded Systems
Internet of Things
Convolutional Neural Networks
spellingShingle Ciencias Informáticas
Machine learning
Embedded Systems
Internet of Things
Convolutional Neural Networks
Estrebou, César Armando
Fleming, Martín
Saavedra, Marcos David
Adra, Federico
MbedML: A Machine Learning Project for Embedded Systems
topic_facet Ciencias Informáticas
Machine learning
Embedded Systems
Internet of Things
Convolutional Neural Networks
description This article describes the tasks being carried out within the framework of a research and development project on machine learning techniques and algorithms applied to small devices. It includes a brief review of the available technologies, online development platforms, work methodology and open source software for the implementation of solutions. Experiments carried out on a proper implementation of an inference algorithm for convolutional neural networks are also presented with interesting preliminary results regarding existing implementations.
format Objeto de conferencia
Objeto de conferencia
author Estrebou, César Armando
Fleming, Martín
Saavedra, Marcos David
Adra, Federico
author_facet Estrebou, César Armando
Fleming, Martín
Saavedra, Marcos David
Adra, Federico
author_sort Estrebou, César Armando
title MbedML: A Machine Learning Project for Embedded Systems
title_short MbedML: A Machine Learning Project for Embedded Systems
title_full MbedML: A Machine Learning Project for Embedded Systems
title_fullStr MbedML: A Machine Learning Project for Embedded Systems
title_full_unstemmed MbedML: A Machine Learning Project for Embedded Systems
title_sort mbedml: a machine learning project for embedded systems
publishDate 2021
url http://sedici.unlp.edu.ar/handle/10915/125142
work_keys_str_mv AT estreboucesararmando mbedmlamachinelearningprojectforembeddedsystems
AT flemingmartin mbedmlamachinelearningprojectforembeddedsystems
AT saavedramarcosdavid mbedmlamachinelearningprojectforembeddedsystems
AT adrafederico mbedmlamachinelearningprojectforembeddedsystems
bdutipo_str Repositorios
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