Huaqiang Wu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 58

Top Topics

Semantic Segmentation

Top Venues

Sci. China Inf. Sci.

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Sining Pan, Yihang Cheng, Guohua Wu, Zhihua Wang, Kofi A. A. Makinwa, Huaqiang Wu
3.2 A 0.028mm² 32MHz RC Frequency Reference in 0.18μm CMOS with ±900ppm Inaccuracy from -40°C to 125°C and ±1600ppm Inaccuracy After Accelerated Aging. ISSCC (2024)
Cancheng Xiao, Yuxuan Ma, Dingsong Jiang, Jianle Liu, Bingqian Song, Jianshi Tang, Huaqiang Wu, Tianxiang Nan
HXNOR-PBNN: A Scalable and Parallel Spintronics Synaptic Architecture for Probabilistic Binary Neural Networks. ISCAS (2024)
Yang Li, Xiao Wang, Zhifan He, Ze Wang, Ke Cheng, Sanchuan Ding, Yijing Fan, Xiaotao Li, Yawen Niu, Shanpeng Xiao, Zhenqi Hao, Bin Gao, Huaqiang Wu
Industry-Oriented Detection Method of PCBA Defects Using Semantic Segmentation Models. IEEE CAA J. Autom. Sinica 11 (6) (2024)
Yuan He, Chengxiang Ma, Xiangchao Ma, Yilong Huang, Qianze Zheng, Yue Xi, Qiumeng Wei, Jianing Li, Xiaodong He, Yongqin Wu, Weihai Bu, Kai Zheng, Jin Kang, Jianshi Tang, Bin Gao, Dong Wu, He Qian, Huaqiang Wu
A 3.75Mb Embedded RRAM IP on 40nm High-Voltage CMOS Technology. IMW (2024)
Junren Chen, Siyao Yang, Huaqiang Wu, Giacomo Indiveri, Melika Payvand
Scaling Limits of Memristor-Based Routers for Asynchronous Neuromorphic Systems. IEEE Trans. Circuits Syst. II Express Briefs 71 (3) (2024)
Ruofei Hu, Jianshi Tang, Yue Xi, Zhixing Jiang, Yuyao Lu, Chengxiang Ma, Junchen Li, Bin Gao, He Qian, Huaqiang Wu
Statistical Modeling of Time-Dependent Post-Programming Conductance Drift in Analog RRAM. IRPS (2024)
Madison Cotteret, Hugh Greatorex, Alpha Renner, Junren Chen, Emre Neftci, Huaqiang Wu, Giacomo Indiveri, Martin Ziegler, Elisabetta Chicca
Distributed Representations Enable Robust Multi-Timescale Computation in Neuromorphic Hardware. CoRR (2024)
Yudeng Lin, Jianshi Tang, Bin Gao, Qingtian Zhang, He Qian, Huaqiang Wu
BETTER: Bayesian-Based Training and Lightweight Transfer Architecture for Reliable and High-Speed Memristor Neural Network Deployment. IEEE Trans. Circuits Syst. II Express Briefs 70 (6) (2023)
Yibei Zhang, Qingtian Zhang, Qi Qin, Wenbin Zhang, Yue Xi, Zhixing Jiang, Jianshi Tang, Bin Gao, He Qian, Huaqiang Wu
An RRAM retention prediction framework using a convolutional neural network based on relaxation behavior. Neuromorph. Comput. Eng. 3 (1) (2023)
Yuyi Liu, Bin Gao, Jianshi Tang, Huaqiang Wu, He Qian
Architecture-circuit-technology co-optimization for resistive random access memory-based computation-in-memory chips. Sci. China Inf. Sci. 66 (10) (2023)
Yudeng Lin, Jianshi Tang, Bin Gao, Qi Qin, Qingtian Zhang, He Qian, Huaqiang Wu
A High-Speed and High-Efficiency Diverse Error Margin Write-Verify Scheme for an RRAM-Based Neuromorphic Hardware Accelerator. IEEE Trans. Circuits Syst. II Express Briefs 70 (4) (2023)
Hanwen Gong, Hu He, Liyang Pan, Bin Gao, Jianshi Tang, Sining Pan, Jianing Li, Peng Yao, Dabin Wu, He Qian, Huaqiang Wu
An Error-Free 64KB ReRAM-Based nvSRAM Integrated to a Microcontroller Unit Supporting Real-Time Program Storage and Restoration. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (12) (2023)
Yiwei Du, Jianshi Tang, Yijun Li, Yue Xi, Bin Gao, He Qian, Huaqiang Wu
Monolithic 3D Integration of FeFET, Hybrid CMOS Logic and Analog RRAM Array for Energy-Efficient Reconfigurable Computing-In-Memory Architecture. VLSI Technology and Circuits (2023)
Ruihua Yu, Wenqiang Zhang, Bin Gao, Yiwen Geng, Peng Yao, Yuyi Liu, Qingtian Zhang, Jianshi Tang, Dong Wu, Hu He, Ning Deng, He Qian, Huaqiang Wu
CLEAR: a full-stack chip-in-loop emulator for analog RRAM based computing-in-memory system. Sci. China Inf. Sci. 66 (12) (2023)
Yudeng Lin, Qingtian Zhang, Bin Gao, Jianshi Tang, Peng Yao, Chongxuan Li, Shiyu Huang, Zhengwu Liu, Ying Zhou, Yuyi Liu, Wenqiang Zhang, Jun Zhu, He Qian, Huaqiang Wu
Uncertainty quantification via a memristor Bayesian deep neural network for risk-sensitive reinforcement learning. Nat. Mac. Intell. 5 (7) (2023)
Sining Pan, Ning Pu, Haiyu Wang, Hanjun Jiang, Zhihua Wang, Huaqiang Wu
A 7.4μJ.ppm2 Resistance Sensor with ±120ppm (3σ) 1-Point-Trimmed Inaccuracy and <4ppm/°C Temperature Drift from -55°C to 125°C. CICC (2023)
Junren Chen, Siyao Yang, Huaqiang Wu, Giacomo Indiveri, Melika Payvand
Scaling Limits of Memristor-Based Routers for Asynchronous Neuromorphic Systems. CoRR (2023)
Hanwen Gong, Hu He, Bin Gao, Jianshi Tang, Qingtian Zhang, He Qian, Huaqiang Wu
ACCLAIM: An End-to-End SystemC-AMS Simulation Framework for Analog In-Memory-Computing. ICTA (2023)
Awang Ma, Bin Gao, Xing Mou, Peng Yao, Yiwei Du, Jianshi Tang, He Qian, Huaqiang Wu
Thermal Induced Retention Degradation of RRAM-based Neuromorphic Computing Chips. IRPS (2023)
Siyao Yang, Bin Gao, Jianshi Tang, Feng Xu, Peng Yao, He Qian, Huaqiang Wu
Impact of Programming Process on Temperature Coefficient in Analog RRAM. ICICDT (2023)
Hanwen Gong, Hu He, Bin Gao, Jianshi Tang, Jian Yu, Dabin Wu, Junren Chen, Qingtian Zhang, Xing Mou, He Qian, Huaqiang Wu
A 1-Mb Programming Configurable ReRAM Fully Integrating Into a 32-Bit Microcontroller Unit. IEEE Trans. Circuits Syst. II Express Briefs 70 (8) (2023)
Jiaming Li, Bin Gao, Ruihua Yu, Peng Yao, Jianshi Tang, He Qian, Huaqiang Wu
A Spatial-Designed Computing-In-Memory Architecture Based on Monolithic 3D Integration for High-Performance Systems. NANOARCH (2023)
Xiangpeng Liang, Yanan Zhong, Xinyi Li, Heyi Huang, Tingyu Li, Jianshi Tang, Bin Gao, He Qian, Huaqiang Wu, Hadi Heidari
A Physical Reservoir Computing Model Based on Volatile Memristor for Temporal Signal Processing. ICECS 2022 (2022)
Qing Wan, Changjin Wan, Huaqiang Wu, Yuchao Yang, Xiaohe Huang, Peng Zhou, Lin Chen, Tian-Yu Wang, Yi Li, Kan-Hao Xue, Yu-Hui He, Xiang-Shui Miao, Xi Li, Chenchen Xie, Houpeng Chen, Zhitang Song, Hong Wang, Yue Hao, Junyao Zhang, Jia Huang, Zheng Yu Ren, Li Qiang Zhu, Jianyu Du, Chen Ge, Yang Liu, Guanglong Ding, Ye Zhou, Su-Ting Han, Guosheng Wang, Xiao Yu, Bing Chen, Zhufei Chu, Lunyao Wang, Yinshui Xia, Chen Mu, Feng Lin, Chixiao Chen, Bojun Cheng, Yannan Xing, Weitao Zeng, Hong Chen, Lei Yu, Giacomo Indiveri, Ning Qiao
2022 roadmap on neuromorphic devices and applications research in China. Neuromorph. Comput. Eng. 2 (4) (2022)
Weier Wan, Rajkumar Kubendran, Clemens J. S. Schaefer, Sukru Burc Eryilmaz, Wenqiang Zhang, Dabin Wu, Stephen R. Deiss, Priyanka Raina, He Qian, Bin Gao, Siddharth Joshi, Huaqiang Wu, H.-S. Philip Wong, Gert Cauwenberghs
A compute-in-memory chip based on resistive random-access memory. Nat. 608 (7923) (2022)
Lingjun Dai, Qingtian Zhang, Huaqiang Wu
Improving the accuracy of neural networks in analog computing-in-memory systems by analog weight. ICPR (2022)
Zhenxuan Zhao, Jianshi Tang, Jian Yuan, Yijun Li, Yuan Dai, Jian Yao, Qingtian Zhang, Sanchuan Ding, Tingyu Li, Ruirui Zhang, Yu Zheng, Zhengyou Zhang, Song Qiu, Qingwen Li, Bin Gao, Ning Deng, He Qian, Fei Xing, Zheng You, Huaqiang Wu
Large-Scale Integrated Flexible Tactile Sensor Array for Sensitive Smart Robotic Touch. CoRR (2022)
Wenbin Zhang, Jianshi Tang, Bin Gao, Wen Sun, Wei Liu, Kanwen Wang, Wei Wu, He Qian, Huaqiang Wu
Impact of Bottom Electrode Roughness on the Analog Switching Characteristics in Nanoscale RRAM Array. DRC (2021)
Weier Wan, Rajkumar Kubendran, Clemens J. S. Schaefer, Sukru Burc Eryilmaz, Wenqiang Zhang, Dabin Wu, Stephen R. Deiss, Priyanka Raina, He Qian, Bin Gao, Siddharth Joshi, Huaqiang Wu, H.-S. Philip Wong, Gert Cauwenberghs
Edge AI without Compromise: Efficient, Versatile and Accurate Neurocomputing in Resistive Random-Access Memory. CoRR (2021)
Yanhai Jiang, Bin Gao, Jianshi Tang, Dabin Wu, Hu He, He Qian, Huaqiang Wu
HARNS: High-level Architectural Model of RRAM based Computing-in-memory NPU. ICTA (2021)
Wenqiang Zhang, Bin Gao, Peng Yao, Jianshi Tang, He Qian, Huaqiang Wu
Array-level boosting method with spatial extended allocation to improve the accuracy of memristor based computing-in-memory chips. Sci. China Inf. Sci. 64 (6) (2021)
Yue Xi, Bin Gao, Jianshi Tang, An Chen, Meng-Fan Chang, Xiaobo Sharon Hu, Jan Van der Spiegel, He Qian, Huaqiang Wu
In-memory Learning with Analog Resistive Switching Memory: A Review and Perspective. Proc. IEEE 109 (1) (2021)
Yiwen Geng, Bin Gao, Qingtian Zhang, Wenqiang Zhang, Peng Yao, Yue Xi, Yudeng Lin, Junren Chen, Jianshi Tang, Huaqiang Wu, He Qian
An On-chip Layer-wise Training Method for RRAM based Computing-in-memory Chips. DATE (2021)
Yan Liao, Bin Gao, Peng Yao, Wenqiang Zhang, Jianshi Tang, Huaqiang Wu, He Qian
Diagonal Matrix Regression Layer: Training Neural Networks on Resistive Crossbars With Interconnect Resistance Effect. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (8) (2021)
Yue Hao, Shuiying Xiang, Genquan Han, Jincheng Zhang, Xiaohua Ma, Zhangming Zhu, Xingxing Guo, Yahui Zhang, Yanan Han, Ziwei Song, Yan Liu, Ling Yang, Hong Zhou, Jiangyi Shi, Wei Zhang, Min Xu, Weisheng Zhao, Biao Pan, Yangqi Huang, Qi Liu, Yimao Cai, Jian Zhu, Xin Ou, Tiangui You, Huaqiang Wu, Bin Gao, Zhiyong Zhang, Guoping Guo, Yonghua Chen, Yong Liu, Xiangfei Chen, Chunlai Xue, Xingjun Wang, Lixia Zhao, Xihua Zou, Lianshan Yan, Ming Li
Recent progress of integrated circuits and optoelectronic chips. Sci. China Inf. Sci. 64 (10) (2021)
Bohan Lin, Yachuan Pang, Bin Gao, Jianshi Tang, Dong Wu, Ting-Wei Chang, Wei-En Lin, Xiaoyu Sun, Shimeng Yu, Meng-Fan Chang, He Qian, Huaqiang Wu
A Highly Reliable RRAM Physically Unclonable Function Utilizing Post-Process Randomness Source. IEEE J. Solid State Circuits 56 (5) (2021)
Qi Liu, Bin Gao, Peng Yao, Dong Wu, Junren Chen, Yachuan Pang, Wenqiang Zhang, Yan Liao, Cheng-Xin Xue, Wei-Hao Chen, Jianshi Tang, Yu Wang, Meng-Fan Chang, He Qian, Huaqiang Wu
33.2 A Fully Integrated Analog ReRAM Based 78.4TOPS/W Compute-In-Memory Chip with Fully Parallel MAC Computing. ISSCC (2020)
Weier Wan, Rajkumar Kubendran, Sukru Burc Eryilmaz, Wenqiang Zhang, Yan Liao, Dabin Wu, Stephen R. Deiss, Bin Gao, Priyanka Raina, Siddharth Joshi, Huaqiang Wu, Gert Cauwenberghs, H.-S. Philip Wong
33.1 A 74 TMACS/W CMOS-RRAM Neurosynaptic Core with Dynamically Reconfigurable Dataflow and In-situ Transposable Weights for Probabilistic Graphical Models. ISSCC (2020)
Tiankuang Zhou, Xing Lin, Jiamin Wu, Yitong Chen, Hao Xie, Yipeng Li, Jintao Fan, Huaqiang Wu, Lu Fang, Qionghai Dai
Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit. CoRR (2020)
Yumin Hou, Hu He, Kaveh Shamsi, Yier Jin, Dong Wu, Huaqiang Wu
On-Chip Analog Trojan Detection Framework for Microprocessor Trustworthiness. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (10) (2019)
Wenqiang Zhang, Xiaochen Peng, Huaqiang Wu, Bin Gao, Hu He, Youhui Zhang, Shimeng Yu, He Qian
Design Guidelines of RRAM based Neural-Processing-Unit: A Joint Device-Circuit-Algorithm Analysis. DAC (2019)
Yachun Pang, Bin Gao, Dong Wu, Shengyu Yi, Qi Liu, Wei-Hao Chen, Ting-Wei Chang, Wei-En Lin, Xiaoyu Sun, Shimeng Yu, He Qian, Meng-Fan Chang, Huaqiang Wu
Native Bit Error Rate. ISSCC (2019)
Panni Wang, Feng Xu, Bo Wang, Bin Gao, Huaqiang Wu, He Qian, Shimeng Yu
Three-Dimensional nand Flash for Vector-Matrix Multiplication. IEEE Trans. Very Large Scale Integr. Syst. 27 (4) (2019)
Zhongrui Wang, Can Li, Peng Lin, Mingyi Rao, Yongyang Nie, Wenhao Song, Qinru Qiu, Yunning Li, Peng Yan, John Paul Strachan, Ning Ge, Nathan McDonald, Qing Wu, Miao Hu, Huaqiang Wu, R. Stanley Williams, Qiangfei Xia, J. Joshua Yang
In situ training of feed-forward and recurrent convolutional memristor networks. Nat. Mach. Intell. 1 (9) (2019)
Huaqiang Wu, Meiran Zhao, Yuyi Liu, Peng Yao, Yue Xi, Xinyi Li, Wei Wu, Qingtian Zhang, Jianshi Tang, Bin Gao, He Qian
Reliability Perspective on Neuromorphic Computing Based on Analog RRAM. IRPS (2019)
Xin Si, He Qian, Meng-Fan Chang, Cheng-Xin Xue, Jian-Wei Su, Zhixiao Zhang, Sih-Han Li, Shyh-Shyuan Sheu, Heng-Yuan Lee, Ping-Cheng Chen, Huaqiang Wu
Circuit Design Challenges in Computing-in-Memory for AI Edge Devices. ASICON (2019)
Yumin Hou, Hu He, Kaveh Shamsi, Yier Jin, Dong Wu, Huaqiang Wu
R2D2: Runtime reassurance and detection of A2 Trojan. HOST (2018)
Darren Yu Yang, Jay Xiong, Xincheng Li, Xu Yan, John Raiti, Yuntao Wang, Huaqiang Wu, Zhenyu Zhong
Building Towards "Invisible Cloak": Robust Physical Adversarial Attack on YOLO Object Detector. UEMCON (2018)
Qingtian Zhang, Huaqiang Wu, Peng Yao, Wenqiang Zhang, Bin Gao, Ning Deng, He Qian
Sign backpropagation: An on-chip learning algorithm for analog RRAM neuromorphic computing systems. Neural Networks 108 (2018)
Qi Lu, Hongming Lyu, Xiaoming Wu, Huaqiang Wu, He Qian
A Novel Graphene Double-Balanced Passive Mixer. NEMS (2018)
Rui Liu, Huaqiang Wu, Yachun Pang, He Qian, Shimeng Yu
Extending 1kb RRAM array from weak PUF to strong PUF by employment of SHA module. AsianHOST (2017)
Xiaowei Han, Qian Jia, Hongbin Sun, Longfei Wang, Huaqiang Wu, Yimao Cai, Feng Zhang, Yongyi Xie, Fangxu Dong, Xiaoguang Wang, Xiaofei Xue, Li Pang, Xiaoqing Zhao, Mengnan Wu, Pu Bai, Qi Liu, Hangbing Lv, Bing Yu, Chao Zhao, He Qian, Ru Huang, Ming Liu, Yumei Zhou, Nanning Zheng, Qiwei Ren
A 0.13μm 64Mb HfOx ReRAM using configurable ramped voltage write and low read-disturb sensing techniques for reliability improvement. CICC (2017)
Wei-Hao Chen, Win-San Khwa, Jun-Yi Li, Wei-Yu Lin, Huan-Ting Lin, Yongpan Liu, Yu Wang, Huaqiang Wu, Huazhong Yang, Meng-Fan Chang
Circuit design for beyond von Neumann applications using emerging memory: From nonvolatile logics to neuromorphic computing. ISQED (2017)
Huaqiang Wu, Xiao Hu Wang, Bin Gao, Ning Deng, Zhichao Lu, Brent Haukness, Gary Bronner, He Qian
Resistive Random Access Memory for Future Information Processing System. Proc. IEEE 105 (9) (2017)
Shan Wang, Huaqiang Wu, Bin Gao, Ning Deng, Dong Wu, He Qian
Optimization of writing scheme on 1T1R RRAM to achieve both high speed and good uniformity. ESSDERC (2017)
Zixuan Chen, Huaqiang Wu, Bin Gao, Peng Yao, Xinyi Li, He Qian
Neuromorphic Computing based on Resistive RAM. ACM Great Lakes Symposium on VLSI (2017)
Bo Wang, Bin Gao, Huaqiang Wu, He Qian
-gate-dielectric select gates in vertical-channel three-dimensional (3D) NAND flash memory. Microelectron. Reliab. 78 (2017)
Rui Liu, Huaqiang Wu, Yachun Pang, He Qian, Shimeng Yu
A highly reliable and tamper-resistant RRAM PUF: Design and experimental validation. HOST (2016)
Hong Chao, Fang-Yuan Yuan, Huaqiang Wu, Ning Deng, Zhong-Zhen Yu, Rongshan Wei
Graphene oxide and TiO2 nano-particle composite based nonvolatile memory. NVMTS (2015)
Xiangchao Ma, Huaqiang Wu, Dong Wu, He Qian
A 16 Mb RRAM test chip based on analog power system with tunable write pulses. NVMTS (2015)
Xinyi Li, Huaqiang Wu, Ning Deng, He Qian
1S1R device with self-compliance property for high density cross-point memory applications. NVMTS (2015)
Wenqiang Luo, Fang-Yuan Yuan, Huaqiang Wu, Liyang Pan, Ning Deng, Fei Zeng, Rongshan Wei, Xuanjing Cai
Synaptic learning behaviors achieved by metal ion migration in a Cu/PEDOT: PSS/Ta memristor. NVMTS (2015)
Peng Yao, Huaqiang Wu, Bin Gao, Guo Zhang, He Qian
The effect of variation on neuromorphic network based on 1T1R memristor array. NVMTS (2015)
Mingqing Wang, Ning Deng, Huaqiang Wu, Qian He
Theory study and implementation of configurable ECC on RRAM memory. NVMTS (2015)
Huaqiang Wu, Xinyi Li, Yue Bai, Ye Zhang, Minghao Wu, Zhiping Yu, He Qian
Stack engineering for ReRAM devices performance improvement. ISCAS (2014)