Reduction 93.7% time and power consumption using a memristor-based imprecise gradient update algorithm

Author:

Li Jie,Zhou Guangdong,Li Yingying,Chen Jiahao,Ge Yuan,Mo Yan,Yang Yuanlei,Qian Xicong,Jiang Wenwu,Liu Hongbo,Guo Mingjian,Wang Lidan,Duan Shukai

Funder

National Key R&D Program of China

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Linguistics and Language,Language and Linguistics

Reference40 articles.

1. Agarwal, S. et al. (2017) In: 2017 Symposium on VLSI technology. T174-T175 (IEEE)

2. Ambrogio S et al (2018) Equivalent-accuracy accelerated neural-network training using analogue memory. Nature 558:60–67

3. Borghetti J et al (2010) ‘Memristive’switches enable ‘stateful’logic operations via material implication. Nature 464:873–876

4. Chen P.-Y, Peng X, Yu S (2017) In: 2017 IEEE International electron devices meeting (IEDM). 6.1. 1–6.1. 4 (IEEE)

5. Chua L (1971) Memristor-the missing circuit element. IEEE Trans Circuits Syst 18:507–519

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