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Zhengwu Liu

Tsinghua University

17H-index
76Paper Count
1.7KCitation Count
Published Papers 23
Publication Date
In situ spectral reconstruction based on a memristor chip for energy-efficient computational spectrometry
err2026-03-23
err0
PREAI
errHan Zhao; Lei Wang; Yanze Zhou; Siqi Liu; Qi Qin; Xueqi Li; Yiru Zhang; Yue Xi; Yunrui Jiao; Zhengwu Liu; Ruofei Hu; Yudeng Lin; Xuewei Feng; Liangjun Lu; Tawfique Hasan; Zhipei Sun; Yingzheng Liu; Peng Yao; Bin Gao; He Qian; Jianshi Tang; Weiwei Cai; Huaqiang Wu
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Privacy-preserving data analysis using a memristor chip with colocated authentication and processing
err2026-02-06
err0
errOAAI
errZhengwu Liu; Zhongrui Wang; Chenchen Ding; Bohan Lin; Jianshi Tang; Bin Gao; Ngai Wong; Huaqiang Wu
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Memristor-based adaptive analog-to-digital conversion for efficient and accurate compute-in-memory
err2025-11-06
err0
errOAAI
errHaiqiao Hong; Zhiyuan Du; Mingrui Jiang; Ruibin Mao; Yuan Ren; Fuyi Li; Wei Mao; Muyuan Peng; Wei Zhang; Zhengwu Liu; Can Li; Ngai Wong
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Transforming memristor noises into computational innovations
err2025-07-14
err0
errOAAI
errChenchen Ding; Yuan Ren; Zhengwu Liu; Ngai Wong
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Valence-Arousal Disentangled Representation Learning for Emotion Recognition in SSVEP-Based BCIs
err2025-07-01
err0
PREAI
errYipeng Du; Jie Chen; Zhengwu Liu; Ngai Wong; Chi Zhang; Zhiwei Ding; Jian Liu; Edith C.H. Ngai
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Nonlinear Optical Response of Tungsten Carbide Thin Film as Saturable Absorber at 1 μm and Its Application for Passively Q-Switched Nd:YAG Lasers
err2025-04-15
err0
errOAAI
errZhang, Zhonglin; Xie, Liang; Liu, Zhengwu; Wang, Xu; Wang, Jiang; Zhang, Guodong; Zhang, Xinwei; Miao, Zongcheng; Cheng, Guanghua
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Fully integrated multi-mode optoelectronic memristor array for diversified in-sensor computing
err2024-11-08
err0
PREAI
errHuang, Heyi; Liang, Xiangpeng; Wang, Yuyan; Tang, Jianshi; Li, Yuankun; Du, Yiwei; Sun, Wen; Zhang, Jianing; Yao, Peng; Mou, Xing; Xu, Feng; Zhang, Jinzhi; Lu, Yuyao; Liu, Zhengwu; Wang, Jianlin; Jiang, Zhixing; Hu, Ruofei; Wang, Ze; Zhang, Qingtian; Gao, Bin; Bai, Xuedong; Fang, Lu; Dai, Qionghai; Yin, Huaxiang; Qian, He; Wu, Huaqiang
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Unraveling distinct effects between CuOx and PtCu alloy sites in Pt-Cu bimetallic catalysts for CO oxidation at different temperatures
err2024-07-03
err2
errOAAI
errLi, Yunan; Guo, Lingling; Du, Meng; Tian, Chen; Zhao, Gui; Liu, Zhengwu; Liang, Zhenye; Hou, Kunming; Chen, Junxiang; Liu, Xi; Jiang, Luozhen; Nan, Bing; Li, Lina
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Monolithic three-dimensional integration of RRAM-based hybrid memory architecture for one-shot learning
err2023-11-06
err19
errOAAI
errLi, Yijun; Tang, Jianshi; Gao, Bin; Yao, Jian; Fan, Anjunyi; Yan, Bonan; Yang, Yuchao; Xi, Yue; Li, Yuankun; Li, Jiaming; Sun, Wen; Du, Yiwei; Liu, Zhengwu; Zhang, Qingtian; Qiu, Song; Li, Qingwen; Qian, He; Wu, Huaqiang
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Uncertainty quantification via a memristor Bayesian deep neural network for risk-sensitive reinforcement learning
err2023-06-22
err13
PREAI
errLin, Yudeng; Zhang, Qingtian; Gao, Bin; Tang, Jianshi; Yao, Peng; Li, Chongxuan; Huang, Shiyu; Liu, Zhengwu; Zhou, Ying; Liu, Yuyi; Zhang, Wenqiang; Zhu, Jun; Qian, He; Wu, Huaqiang
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Energy-efficient high-fidelity image reconstruction with memristor arrays for medical diagnosis
err2023-04-20
err26
errOAAI
errZhao, Han; Liu, Zhengwu; Tang, Jianshi; Gao, Bin; Qin, Qi; Li, Jiaming; Zhou, Ying; Yao, Peng; Xi, Yue; Lin, Yudeng; Qian, He; Wu, Huaqiang
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A memristor-based analogue reservoir computing system for real-time and power-efficient signal processing
err2022-09-26
err128
errOAAI
errZhong, Yanan; Tang, Jianshi; Li, Xinyi; Liang, Xiangpeng; Liu, Zhengwu; Li, Yijun; Xi, Yue; Yao, Peng; Hao, Zhenqi; Gao, Bin; Qian, He; Wu, Huaqiang
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Concealable physically unclonable function chip with a memristor array
err2022-06-17
err45
errOAAI
errGao, Bin; Lin, Bohan; Pang, Yachuan; Xu, Feng; Lu, Yuyao; Chiu, Yen-Cheng; Liu, Zhengwu; Tang, Jianshi; Chang, Meng-Fan; Qian, He; Wu, Huaqiang
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Memristor-based signal processing for edge computing
err2022-06-01
err34
errOAAI
errZhao, Han; Liu, Zhengwu; Tang, Jianshi; Gao, Bin; Zhang, Yufeng; Qian, He; Wu, Huaqiang
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Memristor-based analogue computing for brain-inspired sound localization with in situ training
err2022-04-19
err70
errOAAI
errGao, Bin; Zhou, Ying; Zhang, Qingtian; Zhang, Shuanglin; Yao, Peng; Xi, Yue; Liu, Qi; Zhao, Meiran; Zhang, Wenqiang; Liu, Zhengwu; Li, Xinyi; Tang, Jianshi; Qian, He; Wu, Huaqiang
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Rotating neurons for all-analog implementation of cyclic reservoir computing
err2022-03-23
err71
errOAAI
errLiang, Xiangpeng; Zhong, Yanan; Tang, Jianshi; Liu, Zhengwu; Yao, Peng; Sun, Keyang; Zhang, Qingtian; Gao, Bin; Heidari, Hadi; Qian, He; Wu, Huaqiang
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