A Scalable 3D Array Architecture for Accelerating Convolutional Neural Networks

Author:

Ji Yafei,Wang Xiang,Zhou YangfanORCID,Cheng Chen,Li Jiang,Wang Haoyuan,Wang Xuguang,Liu XinORCID

Publisher

Springer Nature Singapore

Reference21 articles.

1. Alex K., Ilya S., Geoffrey E.: ImageNet classification with deep convolutional neural networks. In: International Conference on Neural Information Processing Systems, vol. 25 (2012)

2. Karen, S., Andrew, Z.: Very deep convolutional networks for large-scale image recognition. Comput. Sci. 1409, 1–14 (2014)

3. Kaiming, H., Xiangyu, Z., Shaoqing, R., Jian, S.: Deep residual learning for image recognition. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition CVPR 2016, pp. 770–778 (2016)

4. Adrian, M., Caulfield, E.S., Chung, A.P.: A cloud scale acceleration architecture. In: 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO), p. 1. IEEE Computer Society (2017)

5. Jeremy, B., SungYe, K., Jeff, A.: clCaffe: OpenCL accelerated Caffe for convolutional neural networks. In: IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW). IEEE (2016)

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