Nonvolatile Multi-level Memory and Boolean Logic Gates Based on a Single Memtranstor. - Jianxin Shen; Dashan Shang; Yisheng Chai; Yue Wang; Junzhuang Cong; Shipeng Shen; Liqin Yan; Wenhong Wang; Young Sun (CoRR, 2016)

Ion-Gated Transistor: An Enabler for Sensing and Computing Integration. - Xianbao Bu; Han Xu; Dashan Shang; Yue Li; Hangbing Lv; Qi Liu 010 (Adv. Intell. Syst., 2020)

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)

Anti-Sway and Positioning Adaptive Control of a Double-Pendulum Effect Crane System With Neural Network Compensation. - Haiyan Qiang; Yougang Sun; Jin-chao Lyu; Dashan Shang (Frontiers Robotics AI, 2021)

Efficient and Robust Nonvolatile Computing-In-Memory Based on Voltage Division in 2T2R RRAM With Input-Dependent Sensing Control. - Linfang Wang; Wang Ye; Chunmeng Dou; Xin Si; Xiaoxin Xu; Jing Liu 035; Dashan Shang; Jianfeng Gao 005; Feng Zhang 014; Yongpan Liu; Meng-Fan Chang; Qi Liu 010 (IEEE Trans. Circuits Syst. II Express Briefs, 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)

Convolutional Echo-State Network with Random Memristors for Spatiotemporal Signal Classification. - Shaocong Wang; Hegan Chen; Woyu Zhang; Yi Li; Dingchen Wang; Shuhui Shi; Yaping Zhao; Kam Chi Loong; Xi Chen; Yujiao Dong; Yi Zhang; Yang Jiang; et al. (Adv. Intell. Syst., 2022)

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)

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)

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)

A 28-nm RRAM Computing-in-Memory Macro Using Weighted Hybrid 2T1R Cell Array and Reference Subtracting Sense Amplifier for AI Edge Inference. - Wang Ye; Linfang Wang; Zhidao Zhou; Junjie An; Weizeng Li; Hanghang Gao; Zhi Li 062; Jinshan Yue; Hongyang Hu; Xiaoxin Xu; Jianguo Yang; Jing Liu 035; et al. (IEEE J. Solid State Circuits, 2023)

Older and Wiser: The Marriage of Device Aging and Intellectual Property Protection of DNNs. - Ning Lin; Shaocong Wang; Yue Zhang 011; Yangu He; Kwunhang Wong; Arindam Basu; Dashan Shang; Xiaoming Chen 003; Zhongrui Wang (DAC, 2024)

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)

CMN: a co-designed neural architecture search for efficient computing-in-memory-based mixture-of-experts. - Shihao Han; Sishuo Liu; Shucheng Du; Mingzi Li; Zijian Ye; Xiaoxin Xu; Yi Li; Zhongrui Wang; Dashan Shang (Sci. China Inf. Sci., 2024)

Erratum to: CMN: a co-designed neural architecture search for efficient computing-in-memory-based mixture-of-experts. - Shihao Han; Sishuo Liu; Shucheng Du; Mingzi Li; Zijian Ye; Xiaoxin Xu; Yi Li; Zhongrui Wang; Dashan Shang (Sci. China Inf. Sci., 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)

Efficient and accurate neural field reconstruction using resistive memory. - Yifei Yu; Shaocong Wang; Woyu Zhang; Xinyuan Zhang; Xiuzhe Wu; Yangu He; Jichang Yang; Yue Zhang 011; Ning Lin; Bo Wang 153; Xi Chen; Songqi Wang; 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)

Older and Wiser: The Marriage of Device Aging and Intellectual Property Protection of Deep Neural Networks. - Ning Lin; Shaocong Wang; Yue Zhang 011; Yangu He; Kwunhang Wong; Arindam Basu; Dashan Shang; Xiaoming Chen 003; Zhongrui Wang (CoRR, 2024)

Dynamic neural network with memristive CIM and CAM for 2D and 3D vision. - Yue Zhang 011; Woyu Zhang; Shaocong Wang; Ning Lin; Yifei Yu; Yangu He; Bo Wang 153; Hao Jiang 024; Peng Lin; Xiaoxin Xu; Xiaojuan Qi 001; Zhongrui Wang; 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)

2T2R RRAM-Based In-Memory Hyperdimensional Computing Encoder for Spatio-Temporal Signal Processing. - Zhi Li 070; Rui Bao; Woyu Zhang; Fei Wang; Jun Wang; Renrui Fang; Haoxiong Ren; Ning Lin; Jinshan Yue; Chunmeng Dou; Zhongrui Wang; Dashan Shang (IEEE Trans. Circuits Syst. II Express Briefs, 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)

Hardware Implementation of Next Generation Reservoir Computing with RRAM-Based Hybrid Digital-Analog System. - Danian Dong; Woyu Zhang; Yuanlu Xie; Jinshan Yue; Kuan Ren; Hongjian Huang; Xu Zheng; Wenxuan Sun; Jinru Lai; Shaoyang Fan; Hongzhou Wang; Zhaoan Yu; et al. (Adv. Intell. Syst., 2024)

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)

When Pipelined In-Memory Accelerators Meet Spiking Direct Feedback Alignment: A Co-Design for Neuromorphic Edge Computing. - Haoxiong Ren; Yangu He; Kwunhang Wong; Rui Bao; Ning Lin; Zhongrui Wang; Dashan Shang (CoRR, 2025)

A High-Density Energy-Efficient CNM Macro Using Hybrid RRAM and SRAM for Memory-Bound Applications. - Jun Wang; Shengzhe Yan; Xiangqu Fu; Zhihang Qian; Zhi Li 062; Zeyu Guo 002; Zhuoyu Dai; Zhaori Cong; Chunmeng Dou; Feng Zhang 014; Jinshan Yue; Dashan Shang (IEEE Trans. Very Large Scale Integr. Syst., 2025)