Evolution of the conductive filament system in HfO2-based memristors observed by direct atomic-scale imaging
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DOI: 10.1038/s41467-021-27575-z
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- Peng Yao & Huaqiang Wu & Bin Gao & Sukru Burc Eryilmaz & Xueyao Huang & Wenqiang Zhang & Qingtian Zhang & Ning Deng & Luping Shi & H.-S. Philip Wong & He Qian, 2017. "Face classification using electronic synapses," Nature Communications, Nature, vol. 8(1), pages 1-8, August.
- Peng Yao & Huaqiang Wu & Bin Gao & Jianshi Tang & Qingtian Zhang & Wenqiang Zhang & J. Joshua Yang & He Qian, 2020. "Fully hardware-implemented memristor convolutional neural network," Nature, Nature, vol. 577(7792), pages 641-646, January.
- Yuchao Yang & Peng Gao & Linze Li & Xiaoqing Pan & Stefan Tappertzhofen & ShinHyun Choi & Rainer Waser & Ilia Valov & Wei D. Lu, 2014. "Electrochemical dynamics of nanoscale metallic inclusions in dielectrics," Nature Communications, Nature, vol. 5(1), pages 1-9, September.
- Yuchao Yang & Xiaoxian Zhang & Liang Qin & Qibin Zeng & Xiaohui Qiu & Ru Huang, 2017. "Probing nanoscale oxygen ion motion in memristive systems," Nature Communications, Nature, vol. 8(1), pages 1-10, August.
- Wen Sun & Bin Gao & Miaofang Chi & Qiangfei Xia & J. Joshua Yang & He Qian & Huaqiang Wu, 2019. "Understanding memristive switching via in situ characterization and device modeling," Nature Communications, Nature, vol. 10(1), pages 1-13, December.
- Bethany M. Hudak & Sean W. Depner & Gregory R. Waetzig & Anjana Talapatra & Raymundo Arroyave & Sarbajit Banerjee & Beth S. Guiton, 2017. "Real-time atomistic observation of structural phase transformations in individual hafnia nanorods," Nature Communications, Nature, vol. 8(1), pages 1-9, August.
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- Bassem Tossoun & Di Liang & Stanley Cheung & Zhuoran Fang & Xia Sheng & John Paul Strachan & Raymond G. Beausoleil, 2024. "High-speed and energy-efficient non-volatile silicon photonic memory based on heterogeneously integrated memresonator," Nature Communications, Nature, vol. 15(1), pages 1-8, December.
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