Rethinking the performance comparison between SNNS and ANNS

Author:

Deng LeiORCID,Wu Yujie,Hu Xing,Liang LingORCID,Ding Yufei,Li Guoqi,Zhao Guangshe,Li Peng,Xie Yuan

Funder

National Science Foundation

Tsinghua University Initiative Scientific Research Program

Tsinghua-Foshan Innovation Special Fund

National Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience

Reference72 articles.

1. Convolutional neural networks for speech recognition;Abdel-Hamid;IEEE/ACM Transactions on Audio, Speech, and Language Processing,2014

2. Truenorth: Design and tool flow of a 65 mw 1 million neuron programmable neurosynaptic chip;Akopyan;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems,2015

3. Banner, R., Hubara, I., Hoffer, E., & Soudry, D. (2018). Scalable methods for 8-bit training of neural networks, arXiv preprint arXiv:1805.11046.

4. Binas, J., Neil, D., Liu, S. C., & Delbruck, T. (2017). Ddd17: End-to-end davis driving dataset.

5. Caglayan, A., & Burak Can, A. (2018). Exploiting multi-layer features using a cnn-rnn approach for rgb-d object recognition, In: Proceedings of the european conference on computer vision (ECCV).

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