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BBNet: A Novel Convolutional Neural Network Structure in Edge-Cloud Collaborative Inference

Edge-cloud collaborative inference can significantly reduce the delay of a deep neural network (DNN) by dividing the network between mobile edge and cloud. However, the in-layer data size of DNN is usually larger than the original data, so the communication time to send intermediate data to the clou...

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Detalles Bibliográficos
Autores principales: Zhou, Hongbo, Zhang, Weiwei, Wang, Chengwei, Ma, Xin, Yu, Haoran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8272083/
https://www.ncbi.nlm.nih.gov/pubmed/34209400
http://dx.doi.org/10.3390/s21134494