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)

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)

Echo state graph neural networks with analogue random resistor arrays. - Shaocong Wang; Yi Li 049; Dingchen Wang; Woyu Zhang; Xi Chen; Danian Dong; Songqi Wang; Xumeng Zhang; Peng Lin; Claudio Gallicchio; Xiaoxin Xu; Qi Liu 010; et al. (CoRR, 2021)

3D Reservoir Computing with High Area Efficiency (5.12 TOPS/mm2) Implemented by 3D Dynamic Memristor Array for Temporal Signal Processing. - Wenxuan Sun; Woyu Zhang; Jie Yu 027; Yi Li 049; Zeyu Guo 002; Jinru Lai; Danian Dong; Xu Zheng; Fei Wang; Shaoyang Fan; Xiaoxin Xu; Dashan Shang; et al. (VLSI Technology and Circuits, 2022)

Few-shot graph learning with robust and energy-efficient memory-augmented graph neural network (MAGNN) based on homogeneous computing-in-memory. - Woyu Zhang; Shaocong Wang; Yi Li 049; Xiaoxin Xu; Danian Dong; Nanjia Jiang; Fei Wang; Zeyu Guo 002; Renrui Fang; Chunmeng Dou; Kai Ni; Zhongrui Wang; et al. (VLSI Technology and Circuits, 2022)

Mixed-Precision Continual Learning Based on Computational Resistance Random Access Memory. - Yi Li 049; Woyu Zhang; Xiaoxin Xu; Yifan He 003; Danian Dong; Nanjia Jiang; Fei Wang; Zeyu Guo 002; Shaocong Wang; Chunmeng Dou; Yongpan Liu; Zhongrui Wang; et al. (Adv. Intell. Syst., 2022)

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

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)

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)

Resistive memory-based zero-shot liquid state machine for multimodal event data learning. - Ning Lin; Shaocong Wang; Yi Li 049; Bo Wang 153; Shuhui Shi; Yangu He; Woyu Zhang; Yifei Yu; Yue Zhang 011; Xiaojuan Qi 001; Xiaoming Chen 003; Hao Jiang 024; et al. (CoRR, 2023)

Pruning random resistive memory for optimizing analogue AI. - Yi Li 049; Songqi Wang; Yaping Zhao; Shaocong Wang; Woyu Zhang; Yangu He; Ning Lin; Binbin Cui; Xi Chen; Shiming Zhang; Hao Jiang 024; Peng Lin; et al. (CoRR, 2023)

Random resistive memory-based deep extreme point learning machine for unified visual processing. - Shaocong Wang; Yizhao Gao 002; Yi Li 049; Woyu Zhang; Yifei Yu; Bo Wang 153; Ning Lin; Hegan Chen; Yue Zhang 011; Yang Jiang; Dingchen Wang; Jia Chen; et al. (CoRR, 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)

Echo state graph neural networks with analogue random resistive memory arrays. - Shaocong Wang; Yi Li 049; Dingchen Wang; Woyu Zhang; Xi Chen; Danian Dong; Songqi Wang; Xumeng Zhang; Peng Lin; Claudio Gallicchio; Xiaoxin Xu; Qi Liu 010; et al. (Nat. Mac. Intell., 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)

An ADC-Less RRAM-Based Computing-in-Memory Macro With Binary CNN for Efficient Edge AI. - Yi Li 049; Jia Chen; Linfang Wang; Woyu Zhang; Zeyu Guo 002; Jun Wang; Yongkang Han; Zhi Li 070; Fei Wang; Chunmeng Dou; Xiaoxin Xu; Jianguo Yang; et al. (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

A Scalable Small-Footprint Time-Space-Pipelined Architecture for Reservoir Computing. - Zhuoyu Dai; Feibin Xiang; Chaojie He; Zi Wang; Woyu Zhang; Yi Li 049; Jinshan Yue; Dashan Shang (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

LSMR: Synergy Randomness in Liquid State Machine and RRAM-based Analog-digital Accelerator. - Ning Lin; Songqi Wang; Xinyuan Zhang; Shaocong Wang; Yangu He; Woyu Zhang; Bo Wang 153; Jiankun Li; Mingzi Li; Binbin Cui; Yi Li 049; Jia Chen; et al. (ICCAD, 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)

Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion Model. - Jichang Yang; Hegan Chen; Jia Chen; Songqi Wang; Shaocong Wang; Yifei Yu; Xi Chen; Bo Wang 153; Xinyuan Zhang; Binbin Cui; Yi Li 049; Ning Lin; et al. (CoRR, 2024)

Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion Model. - Jichang Yang; Hegan Chen; Jia Chen; Songqi Wang; Shaocong Wang; Yifei Yu; Xi Chen; Bo Wang 153; Xinyuan Zhang; Binbin Cui; Yi Li 049; Ning Lin; et al. (CoRR, 2024)

Continuous-Time Digital Twin with Analogue Memristive Neural Ordinary Differential Equation Solver. - Hegan Chen; Jichang Yang; Jia Chen; Songqi Wang; Shaocong Wang; Dingchen Wang; Xinyu Tian; Yifei Yu; Xi Chen; Yinan Lin; Yangu He; Xiaoshan Wu; et al. (CoRR, 2024)

Continuous-Time Digital Twin with Analogue Memristive Neural Ordinary Differential Equation Solver. - Hegan Chen; Jichang Yang; Jia Chen; Songqi Wang; Shaocong Wang; Dingchen Wang; Xinyu Tian; Yifei Yu; Xi Chen; Yinan Lin; Yangu He; Xiaoshan Wu; et al. (CoRR, 2024)

Topology Optimization of Random Memristors for Input-Aware Dynamic SNN. - Bo Wang 153; Shaocong Wang; Ning Lin; Yi Li 049; Yifei Yu; Yue Zhang 011; Jichang Yang; Xiaojun Wu 001; Yangu He; Songqi Wang; Rui Chen; Guoqi Li; et al. (CoRR, 2024)

Fully Binarized Graph Convolutional Network Accelerator Based on In-Memory Computing with Resistive Random-Access Memory. - Woyu Zhang; Zhi Li 070; Xinyuan Zhang; Fei Wang; Shaocong Wang; Ning Lin; Yi Li 049; Jun Wang; Jinshan Yue; Chunmeng Dou; Xiaoxin Xu; Zhongrui Wang; et al. (Adv. Intell. Syst., 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)

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)

Resistive memory-based zero-shot liquid state machine for multimodal event data learning. - Ning Lin; Shaocong Wang; Yi Li 049; Bo Wang 153; Shuhui Shi; Yangu He; Woyu Zhang; Yifei Yu; Yue Zhang 011; Xinyuan Zhang; Kwunhang Wong; Songqi Wang; et al. (Nat. Comput. Sci., 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)

Reconfigurable Digital RRAM Logic Enables In-Situ Pruning and Learning for Edge AI. - Songqi Wang; Yue Zhang 011; Jia Chen; Xinyuan Zhang; Yi Li 049; Ning Lin; Yangu He; Jichang Yang; Yingjie Yu; Yi Li 049; Zhongrui Wang; Xiaojuan Qi 001; et al. (CoRR, 2025)

Reconfigurable Digital RRAM Logic Enables In-Situ Pruning and Learning for Edge AI. - Songqi Wang; Yue Zhang 011; Jia Chen; Xinyuan Zhang; Yi Li 049; Ning Lin; Yangu He; Jichang Yang; Yingjie Yu; Yi Li 049; Zhongrui Wang; Xiaojuan Qi 001; et al. (CoRR, 2025)