LSMR: Synergy Randomness in Liquid State Machine and RRAM-based Analog-digital Accelerator. - Ning Lin; Songqi Wang; Xinyuan Zhang 008; Shaocong Wang; Yangu He; Woyu Zhang; Bo Wang 153; Jiankun Li; Mingzi Li; Binbin Cui; Yi Li 049; Jia Chen 032; et al. (ICCAD, 2024)

SNNGX: Securing Spiking Neural Networks with Genetic XOR Encryption on RRAM-based Neuromorphic Accelerator. - Kwunhang Wong; Songqi Wang; Wei Huang 042; Xinyuan Zhang 008; Yangu He; Karl Ming Him Lai; Yuzhong Jiao; Ning Lin; Xiaojuan Qi 001; Xiaoming Chen 003; Zhongrui Wang (ICCAD, 2024)

Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion Model. - Jichang Yang; Hegan Chen; Jia Chen 032; Songqi Wang; Shaocong Wang; Yifei Yu; Xi Chen; Bo Wang 153; Xinyuan Zhang 008; 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 008; 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 032; Songqi Wang; Shaocong Wang; Dingchen Wang; Xinyu Tian; Yifei Yu; Xi Chen; Yinan Lin; Yangu He; Xiaoshan Wu; 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 008; 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)

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 008; Kwunhang Wong; Songqi Wang; et al. (Nat. Comput. Sci., 2025)

Reconfigurable Digital RRAM Logic Enables In-Situ Pruning and Learning for Edge AI. - Songqi Wang; Yue Zhang 011; Jia Chen 032; Xinyuan Zhang 008; Yi Li 049; Ning Lin; Yangu He; Jichang Yang; Yingjie Yu; Yi Li 049; Zhongrui Wang; Xiaojuan Qi 001; et al. (CoRR, 2025)