A Neural Network Framework for Small Microcontrollers

This paper presents a lightweight and compact library designed to perform convolutional neural network inference for microcontrollers with severe hardware limitations. A review of similar open source libraries is included and an experiment is developed to compare their performance on different micro...

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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
Convolutional Neural Networks
Microcontrollers
Frameworks
TinyML
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/130315
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata

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