DNNShifter: An efficient DNN pruning system for edge computing

Author:

Eccles Bailey J.ORCID,Rodgers Philip,Kilpatrick PeterORCID,Spence IvorORCID,Varghese Blesson

Publisher

Elsevier BV

Subject

Computer Networks and Communications,Hardware and Architecture,Software

Reference50 articles.

1. ImageNet classification with deep convolutional neural networks;Krizhevsky,2012

2. K. Simonyan, A. Zisserman, Very deep convolutional networks for large-scale image recognition, in: 3rd International Conference on Learning Representations, 2015, pp. 1–14.

3. J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, L. Fei-Fei, ImageNet: A large-scale hierarchical image database, in: IEEE Conference on Computer Vision and Pattern Recognition, 2009.

4. Characterising across-stack optimisations for deep convolutional neural networks;Turner,2018

5. S. Han, J. Pool, J. Tran, W.J. Dally, Learning Both Weights and Connections for Efficient Neural Networks, in: 28th International Conference on Neural Information Processing Systems, 2015, pp. 1135–1143.

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