Art

J-GLOBAL ID：202002279436224960   Reference number：20A2738818

Construction of an Efficient Divided/Distributed Neural Network Model Using Edge Computing

エッジコンピューティングを用いた効率的な分割/分散ニューラルネットワークモデルの構築

Author (6)： SHINGAI Ryuta (Nara Institutet of Science and Technology) ,  HIRAGA Yuria (Nara Institutet of Science and Technology) ,  FUKUOKA Hisakazu (Nara Institutet of Science and Technology) ,  MITANI Takamasa (Nara Institutet of Science and Technology) ,  NAKADA Takashi (Nara Institutet of Science and Technology) ,  NAKASHIMA Yasuhiko (Nara Institutet of Science and Technology)
Material： IEICE Transactions on Information and Systems (Web)  (IEICE Trans Inf Syst (Web))
Volume： E103.D  Issue： 10  Page： 2072-2082(J-STAGE)  Publication year： 2020 
JST Material Number： U0469A  ISSN： 1745-1361  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *computer network ,  *computer architecture ,  *neural network (biomodel) ,  inference ,  computational complexity ,  computer system (hardware) ,  resource ,  Data Compression ,  accuracy ,  IEC standard ,  ISO Standard ,  energy efficiency ,  energy consumption ,  *Edge computing ,  *distributed architecture ,  server ,  *neural network model ,  H.265/HEVC
Semi thesaurus term： *neural network model ,  computational resource ,  Recognition Accuracy ,  high efficiency video coding

Author keywords (4)： convolutional neural network ,  edge computing ,  distributed neural network ,  video compression

JST classification (2)： Digital computer systems in general  (JC02010O) ,  Computer networks  (JC03000K)

Reference (23)：

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• [2] A. Krizhevsky, I. Sutskever, and G.E. Hinton, “ImageNet classification with deep convolutional neural networks,” Advances in Neural Information Processing Systems 25, pp.1097-1105, 2012.
• [3] K. Simonyan and A. Zisserman, “Very deep convolutional networks for large-scale image recognition,” CoRR, vol.abs/1409.1556, 2014. [Online]. Available: http://arxiv.org/abs/1409.1556
• [4] F. Wortmann and K. Fluchter, “Internet of Things,” Business & Information Systems Engineering, vol.57, no.3, pp.221-224, 2015. 10.1007/s12599-015-0383-3
• [5] Y.C. Hu, M. Patel, D. Sabella, N. Sprecher, and V. Young, “Mobile edge computing-a key technology towards 5g,” ETSI White Paper, vol.11, no.11, pp.1-16, 2015.

Terms in the title (3)： エッジコンピューティング ,  ニューラルネットワークモデル ,  構築