MbedML : a machine learning project for embedded systems

By: Contributor(s): Material type: ArticleArticleDescription: 1 archivo (776,0 kB)Subject(s): Online resources: Summary: 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.
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Capítulo de libro Capítulo de libro Biblioteca de la Facultad de Informática Biblioteca digital A1186 (Browse shelf(Opens below)) Link to resource No corresponde

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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.

Jornadas de Cloud Computing, Big Data & Emerging Topics (9na : 2021 : La Plata, Argentina)