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Works (19)

Reducing Influence of Noise in Regression Problems on Memristor Computing-in-Memory Chips

IEEE Access
2025 | Journal article
DOI: 10.1109/ACCESS.2025.3540002
Contributors: Hao Tang; Lu Liu; Zhouzheng Li; Zhiping Jia; Qingtian Zhang
Source: check_circle
Crossref

High-Efficient Memristor-Based Bayesian Convolutional Neural Networks for Out-of-Distribution Detection by Uncertainty Estimation

IEEE Transactions on Electron Devices
2025-01 | Journal article
DOI: 10.1109/TED.2024.3497917
Contributors: Yudeng Lin; Qingtian Zhang; Bin Gao; Jianshi Tang; Han Zhao; Qi Qin; Ze Wang; He Qian; Huaqiang Wu
Source: check_circle
Crossref

Deep Bayesian active learning using in-memory computing hardware

Nature Computational Science
2024-12-23 | Journal article
DOI: 10.1038/s43588-024-00744-y
Contributors: Yudeng Lin; Bin Gao; Jianshi Tang; Qingtian Zhang; He Qian; Huaqiang Wu
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Crossref

Improving model robustness to weight noise via consistency regularization

Machine Learning: Science and Technology
2024-09-01 | Journal article
DOI: 10.1088/2632-2153/ad734a
Contributors: Yaoqi Hou; Qingtian Zhang; Namin Wang; Huaqiang Wu
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Crossref

Edge learning using a fully integrated neuro-inspired memristor chip

Science
2023-09-15 | Journal article
DOI: 10.1126/science.ade3483
Contributors: Wenbin Zhang; Peng Yao; Bin Gao; Qi Liu; Dong Wu; Qingtian Zhang; Yuankun Li; Qi Qin; Jiaming Li; Zhenhua Zhu et al.
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Crossref

A 1-Mb Programming Configurable ReRAM Fully Integrating Into a 32-Bit Microcontroller Unit

IEEE Transactions on Circuits and Systems II: Express Briefs
2023-08 | Journal article
DOI: 10.1109/TCSII.2023.3253200
Contributors: Hanwen Gong; Hu He; Bin Gao; Jianshi Tang; Jian Yu; Dabin Wu; Junren Chen; Qingtian Zhang; Xing Mou; He Qian et al.
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Crossref

BETTER: Bayesian-Based Training and Lightweight Transfer Architecture for Reliable and High-Speed Memristor Neural Network Deployment

IEEE Transactions on Circuits and Systems II: Express Briefs
2023-06 | Journal article
DOI: 10.1109/TCSII.2022.3231471
Contributors: Yudeng Lin; Jianshi Tang; Bin Gao; Qingtian Zhang; He Qian; Huaqiang Wu
Source: check_circle
Crossref

An in-memory computing architecture based on a duplex two-dimensional material structure for in situ machine learning

Nature Nanotechnology
2023-05 | Journal article
DOI: 10.1038/s41565-023-01343-0
Contributors: Hongkai Ning; Zhihao Yu; Qingtian Zhang; Hengdi Wen; Bin Gao; Yun Mao; Yuankun Li; Ying Zhou; Yue Zhou; Jiewei Chen et al.
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Crossref

A High-Speed and High-Efficiency Diverse Error Margin Write-Verify Scheme for an RRAM-Based Neuromorphic Hardware Accelerator

IEEE Transactions on Circuits and Systems II: Express Briefs
2023-04 | Journal article
DOI: 10.1109/TCSII.2022.3224470
Contributors: Yudeng Lin; Jianshi Tang; Bin Gao; Qi Qin; Qingtian Zhang; He Qian; Huaqiang Wu
Source: check_circle
Crossref

An in-memory computing architecture based on a duplex 2D material structure for in-situ machine learning

2023-03-08 | Preprint
DOI: 10.21203/rs.3.rs-1973593/v1
Contributors: Xinran Wang; Hongkai Ning; Zhihao Yu; Qingtian Zhang; Hengdi Wen; Bin Gao; Yun Mao; Yuankun Li; Ying Zhou; Yue Zhou et al.
Source: check_circle
Crossref

An RRAM retention prediction framework using a convolutional neural network based on relaxation behavior

Neuromorphic Computing and Engineering
2023-03-01 | Journal article
DOI: 10.1088/2634-4386/acb965
Contributors: Yibei Zhang; Qingtian Zhang; Qi Qin; Wenbin Zhang; Yue Xi; Zhixing Jiang; Jianshi Tang; Bin Gao; He Qian; Huaqiang Wu
Source: check_circle
Crossref

Large-Scale Integrated Flexible Tactile Sensor Array for Sensitive Smart Robotic Touch

ACS Nano
2022-10-25 | Journal article
DOI: 10.1021/acsnano.2c06432
Contributors: Zhenxuan Zhao; Jianshi Tang; Jian Yuan; Yijun Li; Yuan Dai; Jian Yao; Qingtian Zhang; Sanchuan Ding; Tingyu Li; Ruirui Zhang et al.
Source: check_circle
Crossref

Improvement Learning Using a Fully Integrated Neuro-Inspired Memristor Chip

2022-05-18 | Preprint
DOI: 10.21203/rs.3.rs-1606598/v1
Contributors: Huaqiang Wu; Bin Gao; Wenbin Zhang; Peng Yao; Qi Liu; Dong Wu; Qingtian Zhang; Minghong Xu; Ying Zhou; Zhenhua Zhu et al.
Source: check_circle
Crossref

Rotating neurons for all-analog implementation of cyclic reservoir computing

Nature Communications
2022-03-23 | Journal article
DOI: 10.1038/s41467-022-29260-1
Contributors: Xiangpeng Liang; Yanan Zhong; Jianshi Tang; Zhengwu Liu; Peng Yao; Keyang Sun; Qingtian Zhang; Bin Gao; Hadi Heidari; He Qian et al.
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Crossref

Crossbar-Level Retention Characterization in Analog RRAM Array-Based Computation-in-Memory System

IEEE Transactions on Electron Devices
2021-08 | Journal article
DOI: 10.1109/TED.2021.3089561
Contributors: Meiran Zhao; Bin Gao; Peng Yao; Qingtian Zhang; Ying Zhou; Jianshi Tang; He Qian; Huaqiang Wu
Source: check_circle
Crossref

Analog memristive synapse based on topotactic phase transition for high-performance neuromorphic computing and neural network pruning

Science Advances
2021-07-16 | Journal article
DOI: 10.1126/sciadv.abh0648
Contributors: Xing Mou; Jianshi Tang; Yingjie Lyu; Qingtian Zhang; Siyao Yang; Feng Xu; Wei Liu; Minghong Xu; Yu Zhou; Wen Sun et al.
Source: check_circle
Crossref

Compact Reliability Model of Analog RRAM for Computation-in-Memory Device-to-System Codesign and Benchmark

IEEE Transactions on Electron Devices
2021-06 | Journal article
DOI: 10.1109/TED.2021.3069746
Contributors: Yuyi Liu; Meiran Zhao; Bin Gao; Ruofei Hu; Wenqiang Zhang; Siyao Yang; Peng Yao; Feng Xu; Yue Xi; Qingtian Zhang et al.
Source: check_circle
Crossref

Power-efficient neural network with artificial dendrites

Nature Nanotechnology
2020-09-29 | Journal article
DOI: 10.1038/s41565-020-0722-5
Contributors: Xinyi Li; Jianshi Tang; Qingtian Zhang; Bin Gao; J. Joshua Yang; Sen Song; Wei Wu; Wenqiang Zhang; Peng Yao; Ning Deng et al.
Source: check_circle
Crossref

Sign backpropagation: An on-chip learning algorithm for analog RRAM neuromorphic computing systems

Neural Networks
2018-12 | Journal article
DOI: 10.1016/j.neunet.2018.08.012
Contributors: Qingtian Zhang; Huaqiang Wu; Peng Yao; Wenqiang Zhang; Bin Gao; Ning Deng; He Qian
Source: check_circle
Crossref

Peer review (1 review for 1 publication/grant)

Review activity for Artificial intelligence review. (1)
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