Compressed Superposition of Neural Networks for Deep Learning in Edge Computing

2021 International Joint Conference on Neural Networks (IJCNN)(2021)

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摘要
This paper investigates a combination of the two recently proposed techniques: superposition of multiple neural networks into one and neural network compression. We show that these two techniques can be successfully combined to deliver a great potential for trimming down deep convolutional neural networks. The work can be relevant in the context of implementing deep learning on low-end computing d...
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关键词
Deep learning,Degradation,Computational modeling,Neural networks,Pipelines,Mobile handsets,Sensors
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