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ORCIDQi Liu 0010
Person information
- affiliation: Fudan University, State Key Laboratory of ASIC and System, Frontier Institute of Chip and System, Shanghai, China
- affiliation: Chinese Academy of Sciences, Institute of Microelectronics, Beijing, China
- affiliation (PhD 2010): Anhui University, College of Electronics and Technology, China
Other persons with the same name
- Qi Liu — disambiguation page
- Qi Liu 0001
![[0000-0002-8485-3582]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-8485-3582")
— Nanjing University of Information Science and Technology, School of Software, Nanjing, China (and 3 more) - Qi Liu 0002 — Hubei University for Nationalities, Department of Mathematics, Enshi, China
- Qi Liu 0003 — University of Science and Technology of China, School of Artifical Intelligence and Data Science, State Key Laboratory of Cognitive Intelligence, Hefei, China (and 1 more)
- Qi Liu 0004 — Xi'an University of Science and Technology, School of Energy, China
- Qi Liu 0005 — South China University of Technology, School of Future Technology, Guangzhou, China (and 2 more)
- Qi Liu 0006 — Shanghai Jiao Tong University, School of Biomedical Engineering, China
- Qi Liu 0007 — Tsinghua University, State Key Laboratory of Automotive Safety and Energy / Department of Automotive Engineering, Beijing, China
- Qi Liu 0008 — Virginia Tech, Blacksburg, VA, USA
- Qi Liu 0009 — Carleton University, Department of Systems and Computer Engineering, Ottawa, ON, Canada
- Qi Liu 0011 — China University of Petroleum, College of Mechanical and Electronic Engineering, Qingdao, China
- Qi Liu 0012 — Mount Sinai Hospital, New York, NY, USA (and 1 more)
- Qi Liu 0013 — Hangzhou Dianzi University, Smart City Research Center of Zhejiang Province, China (and 1 more)
- Qi Liu 0014 — Shanghai Jiao Tong University, Shanghai, China (and 1 more)
- Qi Liu 0015 — Zhengzhou University, School of Software Technology, China
- Qi Liu 0016 — Hainan University, State Key Laboratory of Marine Resource Utilization in South China Sea / School of Information and Communication Engineering, Haikou, China
- Qi Liu 0017 — Lehigh University, Bethlehem, PA, USA (and 1 more)
- Qi Liu 0018 — Shanghai Jiao Tong University, MoE Key Lab of Artificial Intelligence, Shanghai, China (and 1 more)
- Qi Liu 0019 — Tongji University, College of Life Science and Biotechnology, Shanghai, China
- Qi Liu 0020 — Beijing Institute of Technology, School of Mechanical Engineering, Beijing, China
- Qi Liu 0021 — Beijing Institute of Technology, School of Mathematics and Statistics, Beijing, China
- Qi Liu 0022 — University of Illinois at Urbana-Champaign, Department of Mathematics, Urbana, IL, USA
- Qi Liu 0023 — Karlsruhe Institute of Technology, Institute for Automation and Applied Informatics, Eggenstein-Leopoldshafen, Germany
- Qi Liu 0024 — Vanderbilt University Medical Center, Department of Biostatistics, Nashville, TN, USA (and 2 more)
- Qi Liu 0025 — China University of Geosciences, School of Economics and Management, Wuhan, China
- Qi Liu 0026 — Southeast University, School of Transportation, Nanjing, China
- Qi Liu 0027 — Harbin Institute of Technology, Department of Control Science and Engineering, Shenzhen, China
- Qi Liu 0028 — Sun Yat-Sen University, School of Mathematics, Guangzhou, China
- Qi Liu 0029 — Shandong University, School of Information Science and Engineering, Qingdao, China
- Qi Liu 0030 — Southeast University, School of Energy and Environment,, Nanjing, China
- Qi Liu 0031 — Southeast University, National Mobile Communications Research Laboratory, Nanjing, China
- Qi Liu 0032 — Harbin Institute of Technology, State Key Laboratory of Robotics and System, Harbin, China
- Qi Liu 0033 — Shenyang Agriculture University, College of the Land and the Environment, Shenyang, China (and 1 more)
- Qi Liu 0034 — Zhejiang Normal University, College of Mathematics and Computer Science, Jinhua, China
- Qi Liu 0035 — Huangshan University, School of Information Engineering, Huangshan, China (and 2 more)
- Qi Liu 0036 — Guangdong University of Technology, School of Information Engineering, Department of Electromechanical Engineering, Guangzhou, China
- Qi Liu 0037 — University of Chinese Academy of Sciences, College of Earth and Planetary Sciences, Beijing, China (and 1 more)
- Qi Liu 0038 — University of Science and Technology of China, School of Earth and Space Sciences, Hefei, China
- Qi Liu 0039 — Chinese Academy of Agricultural Sciences, Beijing, China
- Qi Liu 0040 — Beijing University of Civil Engineering and Architecture, School of Mechanical-Electronic and Vehicle Engineering, Beijing, China
- Qi Liu 0041 — University of Science and Technology Beijing, School of Computer and Communication Engineering, USTB-EEasyTech Joint Lab of Artificial Intelligence, Beijing, China
- Qi Liu 0042 — City University of Hong Kong, Department of Electrical Engineering, Laboratory for Computational Neuroscience, Hong Kong
- Qi Liu 0043 — New York University, Department of Civil and Urban Engineering, New York, NY, USA
- Qi Liu 0044 — State Grid Xuzhou Power Supply Company, Xuzhou, China (and 1 more)
- Qi Liu 0045 — Sichuan University, Business School, Chengdu, China
- Qi Liu 0046 — Sichuan University, School of Electrical Engineering and Information, Chengdu, China
- Qi Liu 0047 — Xi'an Jiaotong University, School of Management, Key Lab of the Ministry of Education for Process Control and Efficiency Engineering, Xi'an, China
- Qi Liu 0048 — Chinese Academy of Sciences, Beijing Institute of Genomics, Beijing, China
- Qi Liu 0049 — University of Hong Kong, Department of Computer Science, Hong Kong (and 2 more)
- Qi Liu 0050 — Tencent, WeChat Search Application Department, Shenzhen, China
- Qi Liu 0051 — Universitat Politècnica de Catalunya, Department of Mathematics, Barcelona, Spain
- Qi Liu 0052 — Unsupervised Inc., Boulder, CO, USA (and 2 more)
- Qi Liu 0053 — East China Jiaotong University, School of Information Engineering, Nanchang, China
- Qi Liu 0054 — Northwestern Polytechnical University, School of Electronics and Information, Xi'an, China (and 2 more)
- Qi Liu 0055 — National University of Singapore, NUS Business School, Singapore
- Qi Liu 0056 — Southeast University, School of Computer Science and Engineering, Nanjing, China (and 1 more)
- Qi Liu 0057 — Shanghai Jiao Tong University, Department of Automation, Shanghai, China
- Qi Liu 0058 — National University of Defense Technology, College of Electronic Science and Technology, Changsha, China
- Qi Liu 0059 — Hunan University, College of Electrical and Information Engineering, Changsha, China
- Qi Liu 0060 — Hohai University, College of Energy and Electrical Engineering, Nanjing, China
- Qi Liu 0061 — Sun Yat-sen University, Guangzhou, China
- Qi Liu 0062 — Tokyo Institute of Technology, Department of Systems and Control Engineering, Tokyo, Japan (and 1 more)
- Qi Liu 0063 — Woosuk University, Department of Education, Wanju, South Korea
- Qi Liu 0064 — University of Chinese Academy of Sciences, School of Artificial Intelligence, Beijing, China
- Qi Liu 0065 — Qilu University of Technology, Shandong Computer Science Center, Key Laboratory of Computing Power Network and Information Security, Jinan, China (and 1 more)
- Qi Liu 0066 — Wuhan University of Technology, School of Mechanical and Electronic Engineering, Wuhan, China
- Qi Liu 0067 — Beijing Institute of Technology, School of Computer Science and Technology, Beijing, China
- Qi Liu 0068 — Beijing Institute of Technology, School of Cyberspace Science and Technology, Beijing, China
- Qi Liu 0069 — University of Roehampton, Roehampton Business School, London, UK
- Qi Liu 0070 — Shandong University, Qingdao, China
- Qi Liu 0071 — Renmin University of China, Beijing, China
- Qi Liu 0072 — Xiamen University of Technology, School of Mechanical Engineering and Automotive Engineering, China
- Qi Liu 0073 — Beibu Gulf University, School of Machinery and Shipbuilding, China
- Qi Liu 0074 — PLA, No.92493 Troops of PLA, Unit 60, Huludao, China
- Qi Liu 0075 — Harbin Institute of Technology, School of Electrical Engineering and Automation, Harbin, China
- Qi Liu 0076 — South China University of Technology, School of Design, Guangzhou Higher Education Mega Centre, Guangzhou, China
- Qi Liu 0077 — City University of Hong Kong, Department of Physics, Hong Kong (and 1 more)
- Qi Liu 0078 — Guangdong University of Science and Technology, Finance & Economics School (FES), China
- Qi Liu 0079 — Hubei University of Technology, School of Computer Science, Wuhan, China
- Qi Liu 0080 — Peking University, Academy for Advanced Interdisciplinary Studies, Center for Quantitative Biology and Peking-Tsinghua Center for Life Sciences, Beijing, China
- Qi Liu 0081 — Chinese Academy of Sciences, Institute of Information Engineering, Beijing, China (and 1 more)
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2020 – today
- 2025
[j32]Yue Yang, Xumeng Zhang, Pei Chen, Lingli Cheng, Chao Li, Yanting Ding, Qi Liu:
Memristive Hodgkin-Huxley Neurons with Diverse Firing Patterns for High-Order Neuromorphic Computing. Adv. Intell. Syst. 7(2) (2025)- [j31]Ning Lin, Shaocong Wang, Yi Li, Bo Wang, Shuhui Shi, Yangu He, Woyu Zhang, Yifei Yu, Yue Zhang, Xinyuan Zhang, Kwunhang Wong, Songqi Wang, Xiaoming Chen, Hao Jiang, Xumeng Zhang, Peng Lin, Xiaoxin Xu, Xiaojuan Qi, Zhongrui Wang, Dashan Shang, Qi Liu, Ming Liu:
Resistive memory-based zero-shot liquid state machine for multimodal event data learning. Nat. Comput. Sci. 5(1): 37-47 (2025) - [j30]Qiqiao Wu, Honghu Yang, Yixuan Liu, Yue Cao, Yongkang Han, Haijun Jiang, Keji Zhou, Hailan Yi, Jianguo Yang, Qi Liu:
A Novel Neuromorphic Hardware Using Area-Efficient Chain RRAM-Based Synapses and Compact Neurons With (Anti-) Integration Scheme. IEEE Trans. Circuits Syst. I Regul. Pap. 72(3): 1383-1396 (2025) - [c29]Siyao Jia, Bo Jiao, Haozhe Zhu, Chixiao Chen, Qi Liu, Ming Liu:
EIGEN: Enabling Efficient 3DIC Interconnect with Heterogeneous Dual-Layer Network-on-Active-Interposer. HPCA 2025: 1573-1587 - [c28]Bo Jiao, Haozhe Zhu, Yuman Zeng, Yongjiang Li, Jie Liao, Siyao Jia, Mochen Tian, Zexing Chen, Jundong Zhu, Dexin Wen, Yan Wang, Yu Wang, Jian Xu, Feng Wang, Jun Tao, Chixiao Chen, Qi Liu, Ming Liu:
37.4 SHINSAI: A 586mm2 Reusable Active TSV Interposer with Programmable Interconnect Fabric and 512Mb 3D Underdeck Memory. ISSCC 2025: 1-3 - 2024
- [j29]Yinglin Yang, Yunzhengmao Wang, Tengyue Yi, Chixiao Chen, Qi Liu:
A 6.4-Gbps 0.41-pJ/b fully-digital die-to-die interconnect PHY for silicon interposer based 2.5D integration. Integr. 96: 102170 (2024) - [j28]Qiqiao Wu, Yue Cao, Qing Luo, Haijun Jiang, Zhongze Han, Yongkang Han, Chunmeng Dou, Hangbing Lv, Qi Liu, Jianguo Yang, Ming Liu:
A 9-Mb HZO-Based Embedded FeRAM With 10-Cycle Endurance and 5/7-ns Read/Write Using ECC-Assisted Data Refresh and Offset-Canceled Sense Amplifier. IEEE J. Solid State Circuits 59(1): 208-218 (2024) - [j27]Jilin Zhang, Dexuan Huo, Jian Zhang, Chunqi Qian, Qi Liu, Liyang Pan, Zhihua Wang, Ning Qiao, Kea-Tiong Tang, Hong Chen:
ANP-I: A 28-nm 1.5-pJ/SOP Asynchronous Spiking Neural Network Processor Enabling Sub-0.1-μ J/Sample On-Chip Learning for Edge-AI Applications. IEEE J. Solid State Circuits 59(8): 2717-2729 (2024) - [j26]Mengjie Li, Haozhe Zhu, Siqi He, Hongyi Zhang, Jie Liao, Danfeng Zhai, Chixiao Chen, Qi Liu, Xiaoyang Zeng, Ninghui Sun, Ming Liu:
SLAM-CIM: A Visual SLAM Backend Processor With Dynamic-Range-Driven-Skipping Linear-Solving FP-CIM Macros. IEEE J. Solid State Circuits 59(11): 3853-3865 (2024) - [j25]Bo Jiao, Lei Xu, Xinyu Yu, Haitao Yang, Haozhe Zhu, Yu Wang, Jundong Zhu, Dexin Wen, Lingli Wang, Jun Tao, Chixiao Chen, Yinhe Han, Qi Liu, Ninghui Sun, Ming Liu:
FPIA: Communication-Aware Multi-Chiplet Integration With Field-Programmable Interconnect Fabric on Reusable Silicon Interposer. IEEE Trans. Circuits Syst. I Regul. Pap. 71(9): 4156-4168 (2024) - [j24]Siyuan Ouyang, Keji Zhou, Hao Jiang, Chenyang Li, Jinhao Liang, Fangduo Zhu, Xumeng Zhang, Qi Liu:
A Scalable Area-Efficient Low-Delay Asynchronous AER Circuits Design for Neuromorphic Chips. IEEE Trans. Circuits Syst. II Express Briefs 71(5): 2804-2808 (2024) - [j23]Shiwei Liu, Chen Mu, Hao Jiang, Yunzhengmao Wang, Jinshan Zhang, Feng Lin, Keji Zhou, Qi Liu, Chixiao Chen:
HARDSEA: Hybrid Analog-ReRAM Clustering and Digital-SRAM In-Memory Computing Accelerator for Dynamic Sparse Self-Attention in Transformer. IEEE Trans. Very Large Scale Integr. Syst. 32(2): 269-282 (2024) - [j22]Junjie An, Zhidao Zhou, Linfang Wang, Wang Ye, Weizeng Li, Hanghang Gao, Zhi Li, Jinghui Tian, Yan Wang, Hongyang Hu, Jinshan Yue, Lingyan Fan, Shibing Long, Qi Liu, Chunmeng Dou:
Write-Verify-Free MLC RRAM Using Nonbinary Encoding for AI Weight Storage at the Edge. IEEE Trans. Very Large Scale Integr. Syst. 32(2): 283-290 (2024) - [j21]Lizhou Wu, Haozhe Zhu, Jiapei Zheng, Mengjie Li, Yinuo Cheng, Qi Liu, Xiaoyang Zeng, Chixiao Chen:
Hi-NeRF: A Multicore NeRF Accelerator With Hierarchical Empty Space Skipping for Edge 3-D Rendering. IEEE Trans. Very Large Scale Integr. Syst. 32(12): 2315-2326 (2024) - [c27]Wenning Jiang, Yunbin Luo, Peizhe Li, Ji Guo, Chixiao Chen, Qi Liu:
A 13b 500MS/s Dual-Residue Pipelined-SAR ADC with One-Way Switching Capacitive Interpolation and Background Offset Calibration. CICC 2024: 1-2 - [c26]Jingyi Wang, Zhangcheng Huang, Bu Chen, Hongyang Shang, Jiapei Zheng, Hankun Lv, Chixiao Chen, Qi Liu, Ming Liu:
A 32×32 Flash LiDAR SPAD Sensor with Up-to-1kfps Motional Target Detection by Threshold-adaptive 2D Dynamic Vision. CICC 2024: 1-2 - [c25]Jiapei Zheng, Lizhou Wu, Yutong Su, Jingyi Wang, Zhangcheng Huang, Chixiao Chen, Qi Liu:
CAMPER: Exploring the Potential of Content Addressable Memory for 3D Point Cloud Efficient Range Search. DAC 2024: 129:1-129:6 - [c24]Bu Chen, Zhangcheng Huang, Qi Zheng, Weiyi Tang, Jingyi Wang, Hankun Lv, Chixiao Chen, Jianlu Wang, Qi Liu:
CEDAR: Computing-in-pixel Edge-aware Detection and Reconstruction Architecture for High-resolution 3D Imaging. DAC 2024: 217:1-217:6 - [c23]Yu Li, Hao Jiang, Jie Yu, Xuanyu Zhao, Xiaodong Wang, Qihan Liu, Yingfen Wei, Qi Liu, Ming Liu:
High-efficient and Comprehensive Modeling of MFIM Ferroelectric Tunnel Junctions for Non-volatile/Volatile Applications. IMW 2024: 1-4 - [c22]Bu Chen, Zhangcheng Huang, Qi Liu:
A 128×128 CMOS SPAD Receiver for 500Mbps Free Space Optical Communication with Column-wise Decoding and Fast Spot Tracking. ISCAS 2024: 1-5 - [c21]Jiapei Zheng, Xinkai Nie, Zhenghang Zhi, Zhidong Tang, Qi Liu, Xufeng Kou, Chixiao Chen:
A 28-nm 10.4-fJ/b Cryogenic embedded DRAM with 3T1C Gain Cell and MBIST at 4-Kelvin. ISOCC 2024: 306-307 - [c20]Linfang Wang, Weizeng Li, Zhidao Zhou, Hanghang Gao, Zhi Li, Wang Ye, Hongyang Hu, Jing Liu, Jinshan Yue, Jianguo Yang, Qing Luo, Chunmeng Dou, Qi Liu, Ming Liu:
34.9 A Flash-SRAM-ADC-Fused Plastic Computing-in-Memory Macro for Learning in Neural Networks in a Standard 14nm FinFET Process. ISSCC 2024: 582-584 - [i9]Jichang Yang, Hegan Chen, Jia Chen, Songqi Wang, Shaocong Wang, Yifei Yu, Xi Chen, Bo Wang, Xinyuan Zhang, Binbin Cui, Yi Li, Ning Lin, Meng Xu, Yi Li, Xiaoxin Xu, Xiaojuan Qi, Zhongrui Wang, Xumeng Zhang, Dashan Shang, Han Wang, Qi Liu, Kwang-Ting Cheng, Ming Liu:
Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion Model. CoRR abs/2404.05648 (2024) - [i8]Yifei Yu, Shaocong Wang, Woyu Zhang, Xinyuan Zhang, Xiuzhe Wu, Yangu He, Jichang Yang, Yue Zhang, Ning Lin, Bo Wang, Xi Chen, Songqi Wang, Xumeng Zhang, Xiaojuan Qi, Zhongrui Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu:
Efficient and accurate neural field reconstruction using resistive memory. CoRR abs/2404.09613 (2024) - [i7]Hegan Chen, Jichang Yang, Jia Chen, Songqi Wang, Shaocong Wang, Dingchen Wang, Xinyu Tian, Yifei Yu, Xi Chen, Yinan Lin, Yangu He, Xiaoshan Wu, Yi Li, Xinyuan Zhang, Ning Lin, Meng Xu, Yi Li, Xumeng Zhang, Zhongrui Wang, Han Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu:
Continuous-Time Digital Twin with Analogue Memristive Neural Ordinary Differential Equation Solver. CoRR abs/2406.08343 (2024) - [i6]Yue Zhang, Woyu Zhang, Shaocong Wang, Ning Lin, Yifei Yu, Yangu He, Bo Wang, Hao Jiang, Peng Lin, Xiaoxin Xu, Xiaojuan Qi, Zhongrui Wang, Xumeng Zhang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu:
Dynamic neural network with memristive CIM and CAM for 2D and 3D vision. CoRR abs/2407.08990 (2024) - 2023
- [j20]Zhaohao Zhang, Guohui Zhan, Weizhuo Gan, Yan Cheng, Xumeng Zhang, Yue Peng, Jianshi Tang, Fan Zhang, Jiali Huo, Gaobo Xu, Qingzhu Zhang, Zhenhua Wu, Yan Liu, Hangbing Lv, Qi Liu, Genquan Han, Huaxiang Yin, Jun Luo, Wenwu Wang:
Ultralow-Power Compact Artificial Synapse Based on a Ferroelectric Fin Field-Effect Transistor for Spatiotemporal Information Processing. Adv. Intell. Syst. 5(11) (2023) - [j19]Hao Jiang, Jikai Lu, Chenggao Zhang, Shuangzhu Tang, Junjie An, Lingli Cheng, Jian Lu, Jinsong Wei, Keji Zhou, Xumeng Zhang, Tuo Shi, Qi Liu:
Multicore Spiking Neuromorphic Chip in 180-nm With ReRAM Synapses and Digital Neurons. IEEE J. Emerg. Sel. Topics Circuits Syst. 13(4): 975-985 (2023) - [j18]Wenning Jiang, Yan Zhu, Chixiao Chen, Hao Xu, Qi Liu, Ming Liu, Rui Paulo Martins, Chi-Hang Chan:
A 14b 500 MS/s Single-Channel Pipelined-SAR ADC With Reference Ripple Mitigation Techniques and Adaptively Biased Floating Inverter Amplifier. IEEE J. Solid State Circuits 58(10): 2709-2721 (2023) - [j17]Wang Ye, Linfang Wang, Zhidao Zhou, Junjie An, Weizeng Li, Hanghang Gao, Zhi Li, Jinshan Yue, Hongyang Hu, Xiaoxin Xu, Jianguo Yang, Jing Liu, Dashan Shang, Feng Zhang, Jinghui Tian, Chunmeng Dou, Qi Liu, Ming Liu:
A 28-nm RRAM Computing-in-Memory Macro Using Weighted Hybrid 2T1R Cell Array and Reference Subtracting Sense Amplifier for AI Edge Inference. IEEE J. Solid State Circuits 58(10): 2839-2850 (2023) - [j16]Shaocong Wang, Yi Li, Dingchen Wang, Woyu Zhang, Xi Chen, Danian Dong, Songqi Wang, Xumeng Zhang, Peng Lin, Claudio Gallicchio, Xiaoxin Xu, Qi Liu, Kwang-Ting Cheng, Zhongrui Wang, Dashan Shang, Ming Liu:
Echo state graph neural networks with analogue random resistive memory arrays. Nat. Mac. Intell. 5(2): 104-113 (2023) - [j15]Zhiwang Guo, Deyang Chen, Chenyang Zhao, Jinbei Fang, Jingwen Jiang, Yixuan Liu, Haidong Tian, Xiankui Xiong, Keji Zhou, Xiaoyong Xue, Qi Liu, Xiaoyang Zeng:
An Emerging NVM CIM Accelerator With Shared-Path Transpose Read and Bit-Interleaving Weight Storage for Efficient On-Chip Training in Edge Devices. IEEE Trans. Circuits Syst. II Express Briefs 70(7): 2645-2649 (2023) - [c19]Siqi He, Hongyi Zhang, Mengjie Li, Haozhe Zhu, Chixiao Chen, Qi Liu, Xiaoyang Zeng:
Bit-Offsetter: A Bit-serial DNN Accelerator with Weight-offset MAC for Bit-wise Sparsity Exploitation. AICAS 2023: 1-5 - [c18]Jiapei Zheng, Hao Jiang, Xinkai Nie, Zhangcheng Huang, Chixiao Chen, Qi Liu:
TiPU: A Spatial-Locality-Aware Near-Memory Tile Processing Unit for 3D Point Cloud Neural Network. DAC 2023: 1-6 - [c17]Hao Jiang, Jiapei Zheng, Yunzhengmao Wang, Jinshan Zhang, Haozhe Zhu, Liangjian Lyu, Yingping Chen, Chixiao Chen, Qi Liu:
A $2.53 \mu \mathrm{W}/\text{channel}$ Event-Driven Neural Spike Sorting Processor with Sparsity-Aware Computing-In-Memory Macros. ISCAS 2023: 1-5 - [c16]Jie Liao, Bo Jiao, Jinshan Zhang, Shiwei Liu, Hao Jiang, Jun Tao, Wenning Jiang, Qi Liu, Lihua Zhang, Haozhe Zhu, Chixiao Chen:
A Scalable Die-to-Die Interconnect with Replay and Repair Schemes for 2.5D/3D Integration. ISCAS 2023: 1-5 - [c15]Shiwei Liu, Peizhe Li, Jinshan Zhang, Yunzhengmao Wang, Haozhe Zhu, Wenning Jiang, Shan Tang, Chixiao Chen, Qi Liu, Ming Liu:
A 28nm 53.8TOPS/W 8b Sparse Transformer Accelerator with In-Memory Butterfly Zero Skipper for Unstructured-Pruned NN and CIM-Based Local-Attention-Reusable Engine. ISSCC 2023: 250-251 - [c14]Jilin Zhang, Dexuan Huo, Jian Zhang, Chunqi Qian, Qi Liu, Liyang Pan, Zhihua Wang, Ning Qiao, Kea-Tiong Tang, Hong Chen:
ANP-I: A 28nm 1.5pJ/SOP Asynchronous Spiking Neural Network Processor Enabling Sub-O.1 μJ/Sample On-Chip Learning for Edge-AI Applications. ISSCC 2023: 336-337 - [c13]Jianguo Yang, Qing Luo, Xiaoyong Xue, Haijun Jiang, Qiqiao Wu, Zhongze Han, Yue Cao, Yongkang Han, Chunmeng Dou, Hangbing Lv, Qi Liu, Ming Liu:
A 9Mb HZO-Based Embedded FeRAM with 1012-Cycle Endurance and 5/7ns Read/Write using ECC-Assisted Data Refresh and Offset-Canceled Sense Amplifier. ISSCC 2023: 498-499 - [i5]Ning Lin, Shaocong Wang, Yi Li, Bo Wang, Shuhui Shi, Yangu He, Woyu Zhang, Yifei Yu, Yue Zhang, Xiaojuan Qi, Xiaoming Chen, Hao Jiang, Xumeng Zhang, Peng Lin, Xiaoxin Xu, Qi Liu, Zhongrui Wang, Dashan Shang, Ming Liu:
Resistive memory-based zero-shot liquid state machine for multimodal event data learning. CoRR abs/2307.00771 (2023) - [i4]Yi Li, Songqi Wang, Yaping Zhao, Shaocong Wang, Woyu Zhang, Yangu He, Ning Lin, Binbin Cui, Xi Chen, Shiming Zhang, Hao Jiang, Peng Lin, Xumeng Zhang, Xiaojuan Qi, Zhongrui Wang, Xiaoxin Xu, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu:
Pruning random resistive memory for optimizing analogue AI. CoRR abs/2311.07164 (2023) - [i3]Shaocong Wang, Yizhao Gao, Yi Li, Woyu Zhang, Yifei Yu, Bo Wang, Ning Lin, Hegan Chen, Yue Zhang, Yang Jiang, Dingchen Wang, Jia Chen, Peng Dai, Hao Jiang, Peng Lin, Xumeng Zhang, Xiaojuan Qi, Xiaoxin Xu, Hayden K. H. So, Zhongrui Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu:
Random resistive memory-based deep extreme point learning machine for unified visual processing. CoRR abs/2312.09262 (2023) - 2022
- [j14]Wei Wang, Sen Liu, Qingjiang Li, Tuo Shi, Feng Zhang, Haijun Liu, Nan Li, Yongzhou Wang, Yi Sun, Bing Song, Hui Xu, Qi Liu:
Fast and Reconfigurable Logic Synthesis in Memristor Crossbar Array. Adv. Intell. Syst. 4(12) (2022) - [j13]Jinsong Wei, Jilin Zhang, Xumeng Zhang, Zuheng Wu, Rui Wang, Jian Lu, Tuo Shi, Mansun Chan, Qi Liu, Hong Chen:
A neuromorphic core based on threshold switching memristor with asynchronous address event representation circuits. Sci. China Inf. Sci. 65(2) (2022) - [j12]Keji Zhou, Xinru Jia, Chenyang Zhao, Xumeng Zhang, Guangjian Wu, Chen Mu, Haozhe Zhu, Yanting Ding, Chixiao Chen, Xiaoyong Xue, Xiaoyang Zeng, Qi Liu:
A 28 nm 81 Kb 59-95.3 TOPS/W 4T2R ReRAM Computing-in-Memory Accelerator With Voltage-to-Time-to-Digital Based Output. IEEE J. Emerg. Sel. Topics Circuits Syst. 12(4): 846-857 (2022) - [j11]Danfeng Zhai, Wenning Jiang, Xinru Jia, Jingchao Lan, Mingqiang Guo, Sai-Weng Sin, Fan Ye, Qi Liu, Junyan Ren, Chixiao Chen:
High-Speed and Time-Interleaved ADCs Using Additive-Neural-Network-Based Calibration for Nonlinear Amplitude and Phase Distortion. IEEE Trans. Circuits Syst. I Regul. Pap. 69(12): 4944-4957 (2022) - [j10]Jianji Wang, Shupei Zhang, Qi Liu, Shaoyi Du, Yu-Cheng Guo, Nanning Zheng, Fei-Yue Wang:
Conditional Uncorrelation and Efficient Subset Selection in Sparse Regression. IEEE Trans. Cybern. 52(10): 10458-10467 (2022) - [c12]Chen Mu, Yunzhengmao Wang, Jiapei Zheng, Shiwei Liu, Keji Zhou, Shan Tang, Chixiao Chen, Qi Liu:
A 200M-Query-Vector/s Computing-in-RRAM ADC-less k-Nearest-Neighbor Accelerator with Time-Domain Winner-Takes-All Circuits. AICAS 2022: 222-225 - [c11]Xinru Jia, Haozhe Zhu, Yunzheng Wang, Jinshan Zhang, Feng Lin, Xiankui Xiong, Dong Xu, Chixiao Chen, Qi Liu:
A 11.6μ W Computing-on-Memory-Boundary Keyword Spotting Processor with Joint MFCC-CNN Ternary Quantization. ISCAS 2022: 2816-2820 - [c10]Haozhe Zhu, Bo Jiao, Jinshan Zhang, Xinru Jia, Yunzhengmao Wang, Tianchan Guan, Shengcheng Wang, Dimin Niu, Hongzhong Zheng, Chixiao Chen, Mingyu Wang, Lihua Zhang, Xiaoyang Zeng, Qi Liu, Yuan Xie, Ming Liu:
COMB-MCM: Computing-on-Memory-Boundary NN Processor with Bipolar Bitwise Sparsity Optimization for Scalable Multi-Chiplet-Module Edge Machine Learning. ISSCC 2022: 1-3 - 2021
- [j9]Houji Zhou, Jia Chen, Yinan Wang, Sen Liu, Yi Li, Qingjiang Li, Qi Liu, Zhongrui Wang, Yuhui He, Hui Xu, Xiangshui Miao:
Energy-Efficient Memristive Euclidean Distance Engine for Brain-Inspired Competitive Learning. Adv. Intell. Syst. 3(11): 2100114 (2021) - [j8]Houji Zhou, Jia Chen, Yinan Wang, Sen Liu, Yi Li, Qingjiang Li, Qi Liu, Zhongrui Wang, Yuhui He, Hui Xu, Xiangshui Miao:
Energy-Efficient Memristive Euclidean Distance Engine for Brain-Inspired Competitive Learning. Adv. Intell. Syst. 3(11): 2170079 (2021) - [j7]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) - [j6]Linfang Wang, Wang Ye, Chunmeng Dou, Xin Si, Xiaoxin Xu, Jing Liu, Dashan Shang, Jianfeng Gao, Feng Zhang, Yongpan Liu, Meng-Fan Chang, Qi Liu:
Efficient and Robust Nonvolatile Computing-In-Memory Based on Voltage Division in 2T2R RRAM With Input-Dependent Sensing Control. IEEE Trans. Circuits Syst. II Express Briefs 68(5): 1640-1644 (2021) - [j5]Keji Zhou, Chenyang Zhao, Jinbei Fang, Jingwen Jiang, Deyang Chen, Yujie Huang, Ming-e Jing, Jun Han, Haidong Tian, Xiankui Xiong, Qi Liu, Xiaoyong Xue, Xiaoyang Zeng:
An Energy Efficient Computing-in-Memory Accelerator With 1T2R Cell and Fully Analog Processing for Edge AI Applications. IEEE Trans. Circuits Syst. II Express Briefs 68(8): 2932-2936 (2021) - [c9]Hao Jiang, Jinsong Wei, Ye Li, Jikai Lu, Tuo Shi, Qi Liu:
Design of Multi-core Spiking Neural Network Chip Based on Butterfly Network. ASICON 2021: 1-4 - [c8]Jikai Lu, Jinsong Wei, Junjie An, Chenggao Zhang, Tuo Shi, Qi Liu:
RRAM-based Analog-Weight Spiking Neural Network Accelerator with in-situ Learning for IoT Applications. ASICON 2021: 1-4 - [c7]Linfang Wang, Wang Ye, Junjie An, Chunmeng Dou, Qi Liu, Meng-Fan Chang, Ming Liu:
Sparsity-Aware Clamping Readout Scheme for High Parallelism and Low Power Nonvolatile Computing-in-Memory Based on Resistive Memory. ISCAS 2021: 1-4 - [i2]Shaocong Wang, Yi Li, Dingchen Wang, Woyu Zhang, Xi Chen, Danian Dong, Songqi Wang, Xumeng Zhang, Peng Lin, Claudio Gallicchio, Xiaoxin Xu, Qi Liu, Kwang-Ting Cheng, Zhongrui Wang, Dashan Shang, Ming Liu:
Echo state graph neural networks with analogue random resistor arrays. CoRR abs/2112.15270 (2021) - 2020
- [j4]Xianbao Bu, Han Xu, Dashan Shang, Yue Li, Hangbing Lv, Qi Liu:
Ion-Gated Transistor: An Enabler for Sensing and Computing Integration. Adv. Intell. Syst. 2(12): 2000156 (2020) - [j3]Qi Liu, Yebing Gan, Tianchun Ye:
An ultra-fast and high-precision VCO frequency calibration technique for fractional-N frequency synthesizers. IEICE Electron. Express 17(7): 20200066 (2020) - [c6]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: 500-502 - [i1]Jianji Wang, Qi Liu, Nanning Zheng:
Conditional Uncorrelation and Efficient Non-approximate Subset Selection in Sparse Regression. CoRR abs/2009.03986 (2020)
2010 – 2019
- 2019
- [j2]Yiming Wang, Yun Li, Haihua Shen, Dongyu Fan, Wei Wang, Ling Li, Qi Liu, Feng Zhang, Xinghua Wang, Meng-Fan Chang, Ming Liu:
A Few-Step and Low-Cost Memristor Logic Based on MIG Logic for Frequent-Off Instant-On Circuits in IoT Applications. IEEE Trans. Circuits Syst. II Express Briefs 66-II(4): 662-666 (2019) - [c5]Jinsong Wei, Jilin Zhang, Xumeng Zhang, Zuheng Wu, Chunmeng Dou, Tuo Shi, Hong Chen, Qi Liu:
An Asynchronous AER Circuits with Rotation Priority Tree Arbiter for Neuromorphic Hardware with Analog Neuron. ASICON 2019: 1-4 - [c4]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:
A Reconfigurable RRAM Physically Unclonable Function Utilizing Post-Process Randomness Source With <6×10-6 Native Bit Error Rate. ISSCC 2019: 402-404 - [p1]Ming Liu, Qi Liu, Hangbing Lv, Shibing Long:
Resistive Switching Devices: Mechanism, Performance and Integration. Handbook of Memristor Networks 2019: 843-911 - 2018
- [j1]Xiaolong Zhao, Rui Wang, Xiangheng Xiao, Congyan Lu, Facai Wu, Rongrong Cao, Changzhong Jiang, Qi Liu:
Flexible cation-based threshold selector for resistive switching memory integration. Sci. China Inf. Sci. 61(6): 060413:1-060413:8 (2018) - 2017
- [c3]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: 1-4 - 2010
- [c2]Ming Liu, Qi Liu, Shibing Long, Weihua Guan:
Formation and annihilation of Cu conductive filament in the nonpolar resistive switching Cu/ZrO2: Cu/Pt ReRAM. ISCAS 2010: 1-4
2000 – 2009
- 2006
- [c1]Yuehua Dai, Yuan Hu, Qi Liu, Daoming Ke, Junning Chen:
Physics-based Modeling and Simulation of Dual Material Gate(DMG) LDMOS. APCCAS 2006: 1500-1503
Coauthor Index
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