UniCNN: A Pipelined Accelerator Towards Uniformed Computing for CNNs

Author:

Sun Fan,Wang Chao,Gong Lei,Zhang Yiwei,Xu Chongchong,Lu Yuntao,Li Xi,Zhou Xuehai

Funder

NSFC

Anhui Provincial NSF

Suzhou Research Foundation

CCF-Venustech Hongyan Research Initiative

Youth Innovation Promotion Association of the Chinese Academy of Sciences (CN)

Fundamental Research Funds for the Central Universities

Publisher

Springer Science and Business Media LLC

Subject

Information Systems,Theoretical Computer Science,Software

Reference18 articles.

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3. Krizhevsky, A., Sutskever, I., Hinton, G.E.: Imagenet classification with deep convolutional neural networks. In: Advances in Neural Information Processing Systems, pp. 1097–1105 (2012)

4. LeCun, Y., Boser, B.E., Denker, J.S., Henderson, D., Howard, R.E., Hubbard, W.E., Jackel, L.D.: Handwritten digit recognition with a back-propagation network. In: Advances in Neural Information Processing Systems, pp. 396–404 (1990)

5. Li, H., Fan, X., Jiao, L., Cao, W., Zhou, X., Wang, L.: A high performance fpga-based accelerator for large-scale convolutional neural networks. In: 2016 26th International Conference on Field Programmable Logic and Applications (FPL). IEEE, pp. 1–9 (2016)

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