Numerical simulation of CZTS thin film solar cell. - Wenhao Zhao; Wenli Zhou; Xiangshui Miao (NEMS, 2012)

Memcomputing: fusion of memory and computing. - Yi Li 049; Yaxiong Zhou; Zhuorui Wang; Xiangshui Miao (Sci. China Inf. Sci., 2018)

Analysis of Memristive Quantized Convolutional Neural Network Accelerator with Device Nonideality. - Han Bao 013; Xiaodi Huang; Jia Chen; Yi Li 049; Xiangshui Miao (ICTA, 2020)

Design for Enhancing the Performance of Memristive Convolution Neural Network. - Jia Chen; Wen-Qian Pan; Yi Li 049; Ting-Chang Chang; Xiangshui Miao (ICTA, 2020)

Electrostatic Characteristics Analysis of Ferroelectric Tunneling Junctions with Different Structures. - Chengxu Wang; Hao Yu; Xiangshui Miao; Xingsheng Wang (ICTA, 2020)

A TCAD-based Study of NDR Effect in NC-FinFET. - Hao Yu; Chengxu Wang; Xiangshui Miao; Xingsheng Wang (ICTA, 2020)

Recent Progress on Memristive Convolutional Neural Networks for Edge Intelligence. - Yi-Fan Qin; Han Bao 013; Feng Wang; Jia Chen; Yi Li 049; Xiangshui Miao (Adv. Intell. Syst., 2020)

Large On/Off and Rectification Ratios, Self-Compliance, High-Uniformity in Pt/Al2O3/TaOx/Ta Self-Rectifying Memristors. - Shengguang Ren; Run Ni; Xiaodi Huang; Yi Li 049; Xiangshui Miao (ICTA, 2021)

Energy-Efficient Memristive Euclidean Distance Engine for Brain-Inspired Competitive Learning. - Houji Zhou; Jia Chen; Yinan Wang; Sen Liu 006; Yi Li 049; Qingjiang Li; Qi Liu 010; Zhongrui Wang; Yuhui He; Hui Xu 010; Xiangshui Miao (Adv. Intell. Syst., 2021)

Global Exponential Stability of Memristive Neural Networks With Mixed Time-Varying Delays. - Yin Sheng; Tingwen Huang; Zhigang Zeng; Xiangshui Miao (IEEE Trans. Neural Networks Learn. Syst., 2021)

Low-time-complexity document clustering using memristive dot product engine. - Houji Zhou; Yi Li 049; Xiangshui Miao (Sci. China Inf. Sci., 2022)

Naive Bayes classifier based on memristor nonlinear conductance. - Li Li; Zuopai Zhou; Na Bai; Tao Wang; Kanhao Xue; Huajun Sun; Qiang He; Weiming Cheng; Xiangshui Miao (Microelectron. J., 2022)

Complementary Memtransistor-Based Multilayer Neural Networks for Online Supervised Learning Through (Anti-)Spike-Timing-Dependent Plasticity. - Yue Zhou; Nuo Xu; Bin Gao 006; Fuwei Zhuge; Zijian Tang; Xinchen Deng; Yi Li 049; Yuhui He; Xiangshui Miao (IEEE Trans. Neural Networks Learn. Syst., 2022)

Adaptive Hodgkin-Huxley Neuron for Retina-Inspired Perception. - Yichun Xu; Sen Gao; Zhiyuan Li; Rui Yang; Xiangshui Miao (Adv. Intell. Syst., 2022)

2022 roadmap on neuromorphic devices and applications research in China. - Qing Wan; Changjin Wan; Huaqiang Wu; Yuchao Yang 001; Xiaohe Huang; Peng Zhou 021; Lin Chen; Tian-Yu Wang; Yi Li 049; Kanhao Xue; Yu-Hui He; Xiangshui Miao; et al. (Neuromorph. Comput. Eng., 2022)

Invited Paper: A Memristor-Based Stateful Majority-Inverter Graph Logic and 1-Bit Full Adder for In-Memory Computing Systems. - Zhouchao Gan; Dongdong Zhang; Yinghao Ma; Chenyu Zhang; Xiangshui Miao; Xingsheng Wang (ICTA, 2023)

Energy-Efficient ReRAM-Based High-Precision Discrete Fourier Transform for Image Reconstruction. - Fei-Xiong Lu; Yi Li 049; Jian-Cong Li; Yi-Bai Xue; Zhiwei Zhou; Xiangshui Miao (ICTA, 2023)

Heterogeneous Instruction Set Architecture for RRAM-enabled In-memory Computing. - Houji Zhou; Zhiwei Zhou; Shengguang Ren; Jia Chen; Yi Li 049; Xiangshui Miao (NANOARCH, 2023)

16-layer 3D Vertical RRAM with Low Read Latency (18ns), High Nonlinearity (>5000) and Ultra-low Leakage Current ( pA) Self-Selective Cells. - Yaxin Ding; Jianguo Yang; Yu Liu; Jianfeng Gao 005; Yuan Wang; Pengfei Jiang; Shuxian Lv; Yuting Chen; Boping Wang; Wei Wei; Tiancheng Gong; Kanhao Xue; et al. (VLSI Technology and Circuits, 2023)

Memristive Cosine-Similarity-Based Few-Shot Learning with Lifelong Memory Adaptation. - Houji Zhou; Ling Yang; Han Bao 013; Jiancong Li; Yi Li 049; Xiangshui Miao (Adv. Intell. Syst., 2023)

A memristive neural network based matrix equation solver with high versatility and high energy efficiency. - Jiancong Li; Houji Zhou; Yi Li 049; Xiangshui Miao (Sci. China Inf. Sci., 2023)

A comprehensive study of device variability of sub-5 nm nanosheet transistors and interplay with quantum confinement variation. - Haowen Luo; Ruihan Li; Xiangshui Miao; Xingsheng Wang (Sci. China Inf. Sci., 2023)

In-Memory Search for Highly Efficient Image Retrieval. - Yingjie Yu; Ling Yang; Houji Zhou; Ruizhe Zhao; Yi Li 049; Hao Tong; Xiangshui Miao (Adv. Intell. Syst., 2023)

Modeling and physical mechanism analysis of the effect of a polycrystalline-ferroelectric gate on FE-FinFETs. - Chengxu Wang; Hao Yu; Yichen Wang; Zichong Zhang; Xiangshui Miao; Xingsheng Wang (Sci. China Inf. Sci., 2023)

Two-dimensional materials-based integrated hardware. - Zhuiri Peng; Runfeng Lin; Zheng Li; Langlang Xu; Xiangxiang Yu; Xinyu Huang; Wenhao Shi; Xiao He; Xiaohan Meng; Lei Tong; Xiangshui Miao; Lei Ye (Sci. China Inf. Sci., 2023)

All-van der Waals stacking ferroelectric field-effect transistor based on In2Se3 for high-density memory. - Xiaojie Wang; Zeyang Feng; Jingwei Cai; Hao Tong; Xiangshui Miao (Sci. China Inf. Sci., 2023)

Research Progress on the Application of Topological Phase Transition Materials in the Field of Memristor and Neuromorphic Computing. - Runqing Zhang; Rui Su; Chenglin Shen; Ruizi Xiao; Weiming Cheng; Xiangshui Miao (Sensors, 2023)

Multi-order Differential Neural Network for TCAD Simulation of the Semiconductor Devices. - Zifei Cai; Anaoxue Huang; Yifeng Xiong; Dejiang Mu; Xiangshui Miao; Xingsheng Wang (DAC, 2024)

High-speed Memristive Walsh-Hadamard Transform for Image Compression. - Jing Tian; Huai-Zhi Pei; Shengguang Ren; Han Bao 013; Ling Yang; Yi Li 049; Xiangshui Miao (ICTA, 2024)

Forming-free, Uniform, and Multi-level Resistive Switching in W/AlOxNy/Al2O3/Pt Memristor by Nitrogen Annealing Strategy. - Yi-Bai Xue; Shengguang Ren; Yu Zhang; Wen-Bin Zuo; Yi Li 049; Xiangshui Miao (ICTA, 2024)

Design Technology Co-Optimization for Memristor Self-Write Termination Circuits. - Fan Yang; Nan Li; Juncheng Huang; Qingjie Wang; Xiangshui Miao; Xingsheng Wang (ICTA, 2024)

High Operation Speed(10ns/100ns) and Low Read Current (sub-1μA) 2D Floating Gate Transistor. - Jun Yu; Jiawei Fu; Candong Zhao; Fuwei Zhuge; Qi Chen; Yuhui He; Xiangshui Miao (IMW, 2024)

Efficient implementation of majority-inverter graph logic and arithmetic functions with memristor arrays. - Zhouchao Gan; Dongdong Zhang; Chenyu Zhang; Yinghao Ma; Xiangshui Miao; Xingsheng Wang (Sci. China Inf. Sci., 2024)

Mitigating set-stuck failure in 3D phase change memory: substituting square pulses with surge pulses. - Ninghua Li; Wang Cai; Jun Xiang; Hao Tong; Weiming Cheng; Xiangshui Miao (Sci. China Inf. Sci., 2024)

A self-selecting memory element based on a method of interconnected ovonic threshold switching device. - Jinyu Wen; Lun Wang; Jiangxi Chen; Hao Tong; Xiangshui Miao (Sci. China Inf. Sci., 2024)

In-Memory Wallace Tree Multipliers Based on Majority Gates Within Voltage-Gated SOT-MRAM Crossbar Arrays. - YaJuan Hui; Qingzhen Li; Leimin Wang; Cheng Liu 008; Deming Zhang; Xiangshui Miao (IEEE Trans. Very Large Scale Integr. Syst., 2024)

Detection of Biomolecules Using Solid-State Nanopores Fabricated by Controlled Dielectric Breakdown. - Peng Cheng; Candong Zhao; Qinjie Pan; Zijian Xiong; Qi Chen; Xiangshui Miao; Yuhui He (Sensors, 2024)

Logic-in-Memory Based on Majority Gates With Voltage-Gated SOT-MRAM Crossbar Arrays. - YaJuan Hui; Qingzhen Li; Cheng Liu 008; Deming Zhang; Xiangshui Miao (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Energy Efficient Memristive Transiently Chaotic Neural Network for Combinatorial Optimization. - Han Bao 013; Pengyu Ren; Kehong Xu; Ling Yang; Houji Zhou; Jiancong Li; Yi Li 049; Xiangshui Miao (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

Full-Analog Implementation of Activation Function Based on Phase-Change Memory for Artificial Neural Networks. - Ziqi Chen; Xin Li; Xun Zhu; Haoyuan Liu; Hao Tong; Xiangshui Miao (IEEE Trans. Ind. Electron., 2024)

Multi-Level RTN with Certain Regularities in Oxide-RRAM: Experiments, Defect Dynamics and 3D Multi-Physics Modeling. - Dejiang Mu; Pan Liu; Zijian Zhou; Zifei Cai; Jian Zhang; Kanhao Xue; Zhigang Ji; Xiangshui Miao; Xingsheng Wang (IRPS, 2025)

A Novel Memristor-Based Majority Logic and Efficient Approximate Full Adder for Image Processing. - Zhouchao Gan; Yifeng Xiong; Fan Yang; Mengjie Li; Xiangshui Miao; Xingsheng Wang (ISCAS, 2025)

ReBA: A Hybrid Sparse Reconfigurable Butterfly Accelerator for Solving Partial Differential Equations via Hardware and Algorithm Co-Design. - Pinfeng Jiang; Letian Wang; Yilong Fang; Yi Wang; Mingde Zhu; Xiangshui Miao; Xingsheng Wang (ISCAS, 2025)

Optimizing hardware-software co-design based on non-ideality in memristor crossbars for in-memory computing. - Pinfeng Jiang; Danzhe Song; Menghua Huang; Fan Yang; Letian Wang; Pan Liu; Xiangshui Miao; Xingsheng Wang (Sci. China Inf. Sci., 2025)

3D self-rectifying memristive ternary content addressable memory for massive and exact in-memory search. - Yingjie Yu; Shengguang Ren; Ling Yang; Yi Li 049; Xiangshui Miao (Sci. China Inf. Sci., 2025)

ISARA: An Island-Style Systolic Array Reconfigurable Accelerator Based on Memristors for Deep Neural Networks. - Fan Yang; Nan Li; Letian Wang; Pinfeng Jiang; Xiangshui Miao; Xingsheng Wang (IEEE Trans. Very Large Scale Integr. Syst., 2025)

ArPCIM: An Arbitrary-Precision Analog Computing-in-Memory Accelerator With Unified INT/FP Arithmetic. - Zhiwei Zhou; Jiancong Li; Han Jia; Ling Yang; Houji Zhou; Han Bao 013; Yuyang Fu; Yi Li 049; Xiangshui Miao (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)