An Asynchronous AER Circuits with Rotation Priority Tree Arbiter for Neuromorphic Hardware with Analog Neuron. - Jinsong Wei; Jilin Zhang; Xumeng Zhang; Zuheng Wu; Chunmeng Dou; Tuo Shi; Hong Chen 002; Qi Liu 010 (ASICON, 2019)

Reservoir Computing Using Diffusive Memristors. - Rivu Midya; Zhongrui Wang; Shiva Asapu; Xumeng Zhang; Mingyi Rao; Wenhao Song; Ye Zhuo; Navnidhi K. Upadhyay; Qiangfei Xia; J. Joshua Yang (Adv. Intell. Syst., 2019)

Memristive Crossbar Arrays for Storage and Computing Applications. - Huihan Li 002; Shaocong Wang; Xumeng Zhang; Wei Wang 209; Rui Yang; Zhong Sun; Wanxiang Feng; Peng Lin; Zhongrui Wang; Linfeng Sun; Yugui Yao (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)

A neuromorphic core based on threshold switching memristor with asynchronous address event representation circuits. - Jinsong Wei; Jilin Zhang; Xumeng Zhang; Zuheng Wu; Rui Wang; Jian Lu; Tuo Shi; Mansun Chan; Qi Liu 010; Hong Chen 002 (Sci. China Inf. Sci., 2022)

A 28 nm 81 Kb 59-95.3 TOPS/W 4T2R ReRAM Computing-in-Memory Accelerator With Voltage-to-Time-to-Digital Based Output. - Keji Zhou; Xinru Jia; Chenyang Zhao 008; Xumeng Zhang; Guangjian Wu; Chen Mu; Haozhe Zhu; Yanting Ding; Chixiao Chen; Xiaoyong Xue; Xiaoyang Zeng; Qi Liu 010 (IEEE J. Emerg. Sel. Topics Circuits 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)

Ultralow-Power Compact Artificial Synapse Based on a Ferroelectric Fin Field-Effect Transistor for Spatiotemporal Information Processing. - Zhaohao Zhang; Guohui Zhan; Weizhuo Gan; Yan Cheng; Xumeng Zhang; Yue Peng; Jianshi Tang; Fan Zhang; Jiali Huo; Gaobo Xu; Qingzhu Zhang; Zhenhua Wu; et al. (Adv. Intell. Syst., 2023)

Multicore Spiking Neuromorphic Chip in 180-nm With ReRAM Synapses and Digital Neurons. - Hao Jiang 024; Jikai Lu; Chenggao Zhang; Shuangzhu Tang; Junjie An; Lingli Cheng; Jian Lu; Jinsong Wei; Keji Zhou; Xumeng Zhang; Tuo Shi; Qi Liu 010 (IEEE J. Emerg. Sel. Topics Circuits Syst., 2023)

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)

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)

Binary-Stochasticity-Enabled Highly Efficient Neuromorphic Deep Learning Achieves Better-than-Software Accuracy. - Yang Li 203; Wei Wang 209; Ming Wang; Chunmeng Dou; Zhengyu Ma; Huihui Zhou; Peng Zhang 077; Nicola Lepri; Xumeng Zhang; Qing Luo; Xiaoxin Xu; Guanhua Yang; et al. (Adv. Intell. Syst., 2024)

A Scalable Area-Efficient Low-Delay Asynchronous AER Circuits Design for Neuromorphic Chips. - Siyuan Ouyang; Keji Zhou; Hao Jiang 024; Chenyang Li; Jinhao Liang; Fangduo Zhu; Xumeng Zhang; Qi Liu 010 (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Ontological representation, modeling, and analysis of parasite vaccines. - Anthony Huffman; Xumeng Zhang; Meghana Lanka; Jie Zheng 001; Anna Maria Masci; Yongqun He (J. Biomed. Semant., 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)

Memristive Hodgkin-Huxley Neurons with Diverse Firing Patterns for High-Order Neuromorphic Computing. - Yue Yang; Xumeng Zhang; Pei Chen; Lingli Cheng; Chao Li; Yanting Ding; Qi Liu 010 (Adv. Intell. Syst., 2025)