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Leveraging Uncertainties in Softmax Decision-Making Models for Low-Power IoT Devices

Internet of Things (IoT) devices bring us rich sensor data, such as images capturing the environment. One prominent approach to understanding and utilizing such data is image classification which can be effectively solved by deep learning (DL). Combined with cross-entropy loss, softmax has been wide...

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Detalles Bibliográficos
Autores principales: Cho, Chiwoo, Choi, Wooyeol, Kim, Taewoon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7472628/
https://www.ncbi.nlm.nih.gov/pubmed/32824357
http://dx.doi.org/10.3390/s20164603