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Efficient Resource-Aware Convolutional Neural Architecture Search for Edge Computing with Pareto-Bayesian Optimization

With the development of deep learning technologies and edge computing, the combination of them can make artificial intelligence ubiquitous. Due to the constrained computation resources of the edge device, the research in the field of on-device deep learning not only focuses on the model accuracy but...

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Detalles Bibliográficos
Autores principales: Yang, Zhao, Zhang, Shengbing, Li, Ruxu, Li, Chuxi, Wang, Miao, Wang, Danghui, Zhang, Meng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7827625/
https://www.ncbi.nlm.nih.gov/pubmed/33435143
http://dx.doi.org/10.3390/s21020444