An energy-efficient coarse grained spatial architecture for convolutional neural networks AlexNet

Author:

Zhao Boya1,Wang Mingjiang1,Liu Ming1

Affiliation:

1. Harbin Institute of Technology

Publisher

Institute of Electronics, Information and Communications Engineers (IEICE)

Subject

Electrical and Electronic Engineering,Condensed Matter Physics,Electronic, Optical and Magnetic Materials

Reference17 articles.

1. [1] A. Krizhevsky, et al.: “ImageNet classification with deep convolutional neural networks,” NIPS (2012).

2. [2] K. Simonyan and A. Zisserman: “Very deep convolutional networks for large-scale image recognition,” CoRR, vol. abs/1409.1556 (2014).

3. [3] C. Szegedy, et al.: “Going deeper with convolutions,” IEEE CVPR (2015) (DOI: 10.1109/CVPR.2015.7298594).

4. [4] K. He, et al.: “Deep residual learning for image recognition,” IEEE CVPR (2016) (DOI: 10.1109/CVPR.2016.90).

5. [5] R. Girshick, et al.: “Rich feature hierarchies for accurate object detection and semantic segmentation,” IEEE CVPR (2014) (DOI: 10.1109/CVPR.2014.81).

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