TY  - GEN
AU  - Estrebou,César Armando
AU  - Fleming,Martín
AU  - Saavedra,Marcos David
AU  - Adra,Federico
TI  - A neural network framework for small microcontrollers
KW  - APRENDIZAJE AUTOMÁTICO
KW  - REDES NEURONALES
KW  - MICROCONTROLADORES
N1  - Formato de archivo PDF. -- Este documento es producción intelectual de la Facultad de Informática - UNLP (Colección BIPA/Biblioteca); Congreso Argentino de Ciencias de la Computación (27mo : 2021 : Salta, Argentina)
N2  - 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 microcontrollers. The proposed library shows at least a 9 times improvement over the implementation of Google Tensorflow Lite with respect to memory usage and inference time
UR  - http://sedici.unlp.edu.ar/handle/10915/130315
ER  -