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On the impact of smart sensor approximations on the accuracy of machine learning tasks

Smart sensors present in ubiquitous Internet of Things (IoT) devices often obtain high energy efficiency by carefully tuning how the sensing, the analog to digital (A/D) conversion and the digital serial transmission are implemented. Such tuning involves approximations, i.e. alterations of the sense...

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Detalles Bibliográficos
Autores principales: Jahier Pagliari, Daniele, Poncino, Massimo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7750373/
https://www.ncbi.nlm.nih.gov/pubmed/33364509
http://dx.doi.org/10.1016/j.heliyon.2020.e05750