An artificial spiking afferent nerve based on Mott memristors for neurorobotics
Zhang, Xumeng, Zhuo, Ye, Luo, Qing, Wu, Zuheng, Midya, Rivu, Wang, Zhongrui, Song, Wenhao, Wang, Rui, Upadhyay, Navnidhi K, Fang, Yilin, Kiani, Fatemeh, Rao, Mingyi, Yang, Yang, Xia, Qiangfei, Liu, Qi, Liu, Ming, Yang, J Joshua
Published in Nature communications (02.01.2020)
Published in Nature communications (02.01.2020)
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Journal Article
Threshold Switching of Ag or Cu in Dielectrics: Materials, Mechanism, and Applications
Wang, Zhongrui, Rao, Mingyi, Midya, Rivu, Joshi, Saumil, Jiang, Hao, Lin, Peng, Song, Wenhao, Asapu, Shiva, Zhuo, Ye, Li, Can, Wu, Huaqiang, Xia, Qiangfei, Yang, J. Joshua
Published in Advanced functional materials (07.02.2018)
Published in Advanced functional materials (07.02.2018)
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Journal Article
A novel true random number generator based on a stochastic diffusive memristor
Jiang, Hao, Belkin, Daniel, Savel'ev, Sergey E, Lin, Siyan, Wang, Zhongrui, Li, Yunning, Joshi, Saumil, Midya, Rivu, Li, Can, Rao, Mingyi, Barnell, Mark, Wu, Qing, Yang, J Joshua, Xia, Qiangfei
Published in Nature communications (12.10.2017)
Published in Nature communications (12.10.2017)
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Journal Article
Long short-term memory networks in memristor crossbar arrays
Li, Can, Wang, Zhongrui, Rao, Mingyi, Belkin, Daniel, Song, Wenhao, Jiang, Hao, Yan, Peng, Li, Yunning, Lin, Peng, Hu, Miao, Ge, Ning, Strachan, John Paul, Barnell, Mark, Wu, Qing, Williams, R. Stanley, Yang, J. Joshua, Xia, Qiangfei
Published in Nature machine intelligence (01.01.2019)
Published in Nature machine intelligence (01.01.2019)
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Journal Article
In situ training of feed-forward and recurrent convolutional memristor networks
Wang, Zhongrui, Li, Can, Lin, Peng, Rao, Mingyi, Nie, Yongyang, Song, Wenhao, Qiu, Qinru, Li, Yunning, Yan, Peng, Strachan, John Paul, Ge, Ning, McDonald, Nathan, Wu, Qing, Hu, Miao, Wu, Huaqiang, Williams, R. Stanley, Xia, Qiangfei, Yang, J. Joshua
Published in Nature machine intelligence (01.09.2019)
Published in Nature machine intelligence (01.09.2019)
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Journal Article
Reservoir Computing Using Diffusive Memristors
Midya, Rivu, Wang, Zhongrui, Asapu, Shiva, Zhang, Xumeng, Rao, Mingyi, Song, Wenhao, Zhuo, Ye, Upadhyay, Navnidhi, Xia, Qiangfei, Yang, J. Joshua
Published in Advanced intelligent systems (01.11.2019)
Published in Advanced intelligent systems (01.11.2019)
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Journal Article
Timing Selector: Using Transient Switching Dynamics to Solve the Sneak Path Issue of Crossbar Arrays
Rao, Mingyi, Song, Wenhao, Kiani, Fatemeh, Asapu, Shiva, Zhuo, Ye, Midya, Rivu, Upadhyay, Navnidhi, Wu, Qing, Barnell, Mark, Lin, Peng, Li, Can, Wang, Zhongrui, Xia, Qiangfei, Joshua Yang, J.
Published in Small science (01.01.2022)
Published in Small science (01.01.2022)
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Journal Article
Unconventional computing with diffusive memristors
Zhongrui Wang, Midya, Rivu, Joshi, Saumil, Hao Jiang, Can Li, Peng Lin, Wenhao Song, Mingyi Rao, Yunning Li, Barnell, Mark, Qing Wu, Qiangfei Xia, Yang, J. Joshua
Published in 2018 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2018)
Published in 2018 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2018)
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Conference Proceeding
Bridging Biological and Artificial Neural Networks with Emerging Neuromorphic Devices: Fundamentals, Progress, and Challenges
Tang, Jianshi, Yuan, Fang, Shen, Xinke, Wang, Zhongrui, Rao, Mingyi, He, Yuanyuan, Sun, Yuhao, Li, Xinyi, Zhang, Wenbin, Li, Yijun, Gao, Bin, Qian, He, Bi, Guoqiang, Song, Sen, Yang, J. Joshua, Wu, Huaqiang
Published in Advanced materials (Weinheim) (01.12.2019)
Published in Advanced materials (Weinheim) (01.12.2019)
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Journal Article
Thousands of conductance levels in memristors integrated on CMOS
Rao, Mingyi, Tang, Hao, Wu, Jiangbin, Song, Wenhao, Zhang, Max, Yin, Wenbo, Zhuo, Ye, Kiani, Fatemeh, Chen, Benjamin, Jiang, Xiangqi, Liu, Hefei, Chen, Hung-Yu, Midya, Rivu, Ye, Fan, Jiang, Hao, Wang, Zhongrui, Wu, Mingche, Hu, Miao, Wang, Han, Xia, Qiangfei, Ge, Ning, Li, Ju, Yang, J Joshua
Published in Nature (London) (30.03.2023)
Published in Nature (London) (30.03.2023)
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Journal Article
Anatomy of Ag/Hafnia‐Based Selectors with 1010 Nonlinearity
Midya, Rivu, Wang, Zhongrui, Zhang, Jiaming, Savel'ev, Sergey E., Li, Can, Rao, Mingyi, Jang, Moon Hyung, Joshi, Saumil, Jiang, Hao, Lin, Peng, Norris, Kate, Ge, Ning, Wu, Qing, Barnell, Mark, Li, Zhiyong, Xin, Huolin L., Williams, R. Stanley, Xia, Qiangfei, Yang, J. Joshua
Published in Advanced materials (Weinheim) (28.03.2017)
Published in Advanced materials (Weinheim) (28.03.2017)
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Journal Article
Memristive Field‐Programmable Analog Arrays for Analog Computing
Li, Yunning, Song, Wenhao, Wang, Zhongrui, Jiang, Hao, Yan, Peng, Lin, Peng, Li, Can, Rao, Mingyi, Barnell, Mark, Wu, Qing, Ganguli, Sabyasachi, Roy, Ajit K., Xia, Qiangfei, Yang, J. Joshua
Published in Advanced materials (Weinheim) (01.09.2023)
Published in Advanced materials (Weinheim) (01.09.2023)
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Journal Article
Artificial Neural Network (ANN) to Spiking Neural Network (SNN) Converters Based on Diffusive Memristors
Midya, Rivu, Wang, Zhongrui, Asapu, Shiva, Joshi, Saumil, Li, Yunning, Zhuo, Ye, Song, Wenhao, Jiang, Hao, Upadhay, Navnidhi, Rao, Mingyi, Lin, Peng, Li, Can, Xia, Qiangfei, Yang, J. Joshua
Published in Advanced electronic materials (01.09.2019)
Published in Advanced electronic materials (01.09.2019)
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Journal Article
Programming memristor arrays with arbitrarily high precision for analog computing
Song, Wenhao, Rao, Mingyi, Li, Yunning, Li, Can, Zhuo, Ye, Cai, Fuxi, Wu, Mingche, Yin, Wenbo, Li, Zongze, Wei, Qiang, Lee, Sangsoo, Zhu, Hengfang, Gong, Lei, Barnell, Mark, Wu, Qing, Beerel, Peter A, Chen, Mike Shuo-Wei, Ge, Ning, Hu, Miao, Xia, Qiangfei, Yang, J Joshua
Published in Science (American Association for the Advancement of Science) (23.02.2024)
Published in Science (American Association for the Advancement of Science) (23.02.2024)
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Journal Article
A Memristor with Low Switching Current and Voltage for 1S1R Integration and Array Operation
Upadhyay, Navnidhi K., Sun, Wen, Lin, Peng, Joshi, Saumil, Midya, Rivu, Zhang, Xumeng, Wang, Zhongrui, Jiang, Hao, Yoon, Jung Ho, Rao, Mingyi, Chi, Miaofang, Xia, Qiangfei, Yang, J. Joshua
Published in Advanced electronic materials (01.05.2020)
Published in Advanced electronic materials (01.05.2020)
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Journal Article
A Dynamical Compact Model of Diffusive and Drift Memristors for Neuromorphic Computing
Zhuo, Ye, Midya, Rivu, Song, Wenhao, Wang, Zhongrui, Asapu, Shiva, Rao, Mingyi, Lin, Peng, Jiang, Hao, Xia, Qiangfei, Williams, R. Stanley, Yang, J. Joshua
Published in Advanced electronic materials (01.08.2022)
Published in Advanced electronic materials (01.08.2022)
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Journal Article
A first-principle analysis of resistive switching enhancement of HfO2 thin film induced by zinc doping method
Mingyi Rao, Lin Chen, Qing-Qing Sun, Peng Zhou, Zhang, David Wei
Published in 2014 12th IEEE International Conference on Solid-State and Integrated Circuit Technology (ICSICT) (01.10.2014)
Published in 2014 12th IEEE International Conference on Solid-State and Integrated Circuit Technology (ICSICT) (01.10.2014)
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Conference Proceeding
A Dynamical Compact Model of Diffusive and Drift Memristors for Neuromorphic Computing (Adv. Electron. Mater. 8/2022)
Zhuo, Ye, Midya, Rivu, Song, Wenhao, Wang, Zhongrui, Asapu, Shiva, Rao, Mingyi, Lin, Peng, Jiang, Hao, Xia, Qiangfei, Williams, R. Stanley, Yang, J. Joshua
Published in Advanced electronic materials (01.08.2022)
Published in Advanced electronic materials (01.08.2022)
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Journal Article
Threshold Switching: Threshold Switching of Ag or Cu in Dielectrics: Materials, Mechanism, and Applications (Adv. Funct. Mater. 6/2018)
Wang, Zhongrui, Rao, Mingyi, Midya, Rivu, Joshi, Saumil, Jiang, Hao, Lin, Peng, Song, Wenhao, Asapu, Shiva, Zhuo, Ye, Li, Can, Wu, Huaqiang, Xia, Qiangfei, Yang, J. Joshua
Published in Advanced functional materials (01.02.2018)
Published in Advanced functional materials (01.02.2018)
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Journal Article
Anatomy of Ag/Hafnia-Based Selectors with 10 super(10) Nonlinearity
Midya, Rivu, Wang, Zhongrui, Zhang, Jiaming, Savel'ev, Sergey E, Li, Can, Rao, Mingyi, Jang, Moon Hyung, Joshi, Saumil, Jiang, Hao, Lin, Peng, Norris, Kate, Ge, Ning, Wu, Qing, Barnell, Mark, Li, Zhiyong, Xin, Huolin L, Williams, RStanley, Xia, Qiangfei, Yang, JJoshua
Published in Advanced materials (Weinheim) (01.03.2017)
Published in Advanced materials (Weinheim) (01.03.2017)
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Journal Article