Xumeng Zhang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Synaptic Weights

Multidimensional Arrays

Top Venues

Adv. Intell. Syst.

IEEE J. Emerg. Sel. Topics Circuits Syst.

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Yifei Yu, Shaocong Wang, Woyu Zhang, Xinyuan Zhang, Xiuzhe Wu, Yangu He, Jichang Yang, Yue Zhang, Ning Lin, Bo Wang, Xi Chen, Songqi Wang, Xumeng Zhang, Xiaojuan Qi, Zhongrui Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Efficient and accurate neural field reconstruction using resistive memory. CoRR (2024)
Siyuan Ouyang, Keji Zhou, Hao Jiang, Chenyang Li, Jinhao Liang, Fangduo Zhu, Xumeng Zhang, Qi Liu
A Scalable Area-Efficient Low-Delay Asynchronous AER Circuits Design for Neuromorphic Chips. IEEE Trans. Circuits Syst. II Express Briefs 71 (5) (2024)
Yang Li, Wei Wang, Ming Wang, Chunmeng Dou, Zhengyu Ma, Huihui Zhou, Peng Zhang, Nicola Lepri, Xumeng Zhang, Qing Luo, Xiaoxin Xu, Guanhua Yang, Feng Zhang, Ling Li, Daniele Ielmini, Ming Liu
Binary-Stochasticity-Enabled Highly Efficient Neuromorphic Deep Learning Achieves Better-than-Software Accuracy. Adv. Intell. Syst. 6 (1) (2024)
Anthony Huffman, Xumeng Zhang, Meghana Lanka, Jie Zheng, Anna Maria Masci, Yongqun He
Ontological representation, modeling, and analysis of parasite vaccines. J. Biomed. Semant. 15 (1) (2024)
Jichang Yang, Hegan Chen, Jia Chen, Songqi Wang, Shaocong Wang, Yifei Yu, Xi Chen, Bo Wang, Xinyuan Zhang, Binbin Cui, Yi Li, Ning Lin, Meng Xu, Yi Li, Xiaoxin Xu, Xiaojuan Qi, Zhongrui Wang, Xumeng Zhang, Dashan Shang, Han Wang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion Model. CoRR (2024)
Hegan Chen, Jichang Yang, Jia Chen, Songqi Wang, Shaocong Wang, Dingchen Wang, Xinyu Tian, Yifei Yu, Xi Chen, Yinan Lin, Yangu He, Xiaoshan Wu, Yi Li, Xinyuan Zhang, Ning Lin, Meng Xu, Yi Li, Xumeng Zhang, Zhongrui Wang, Han Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Continuous-Time Digital Twin with Analogue Memristive Neural Ordinary Differential Equation Solver. CoRR (2024)
Yue Zhang, Woyu Zhang, Shaocong Wang, Ning Lin, Yifei Yu, Yangu He, Bo Wang, Hao Jiang, Peng Lin, Xiaoxin Xu, Xiaojuan Qi, Zhongrui Wang, Xumeng Zhang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Dynamic neural network with memristive CIM and CAM for 2D and 3D vision. CoRR (2024)
Shaocong Wang, Yi Li, Dingchen Wang, Woyu Zhang, Xi Chen, Danian Dong, Songqi Wang, Xumeng Zhang, Peng Lin, Claudio Gallicchio, Xiaoxin Xu, Qi Liu, Kwang-Ting Cheng, Zhongrui Wang, Dashan Shang, Ming Liu
Echo state graph neural networks with analogue random resistive memory arrays. Nat. Mac. Intell. 5 (2) (2023)
Yang Li, Wei Wang, Ming Wang, Chunmeng Dou, Zhengyu Ma, Huihui Zhou, Peng Zhang, Nicola Lepri, Xumeng Zhang, Qing Luo, Xiaoxin Xu, Guanhua Yang, Feng Zhang, Ling Li, Daniele Ielmini, Ming Liu
Binary stochasticity enabled highly efficient neuromorphic deep learning achieves better-than-software accuracy. CoRR (2023)
Shaocong Wang, Yizhao Gao, Yi Li, Woyu Zhang, Yifei Yu, Bo Wang, Ning Lin, Hegan Chen, Yue Zhang, Yang Jiang, Dingchen Wang, Jia Chen, Peng Dai, Hao Jiang, Peng Lin, Xumeng Zhang, Xiaojuan Qi, Xiaoxin Xu, Hayden K. H. So, Zhongrui Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Random resistive memory-based deep extreme point learning machine for unified visual processing. CoRR (2023)
Zhaohao Zhang, Guohui Zhan, Weizhuo Gan, Yan Cheng, Xumeng Zhang, Yue Peng, Jianshi Tang, Fan Zhang, Jiali Huo, Gaobo Xu, Qingzhu Zhang, Zhenhua Wu, Yan Liu, Hangbing Lv, Qi Liu, Genquan Han, Huaxiang Yin, Jun Luo, Wenwu Wang
Ultralow-Power Compact Artificial Synapse Based on a Ferroelectric Fin Field-Effect Transistor for Spatiotemporal Information Processing. Adv. Intell. Syst. 5 (11) (2023)
Yi Li, Songqi Wang, Yaping Zhao, Shaocong Wang, Woyu Zhang, Yangu He, Ning Lin, Binbin Cui, Xi Chen, Shiming Zhang, Hao Jiang, Peng Lin, Xumeng Zhang, Xiaojuan Qi, Zhongrui Wang, Xiaoxin Xu, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Pruning random resistive memory for optimizing analogue AI. CoRR (2023)
Ning Lin, Shaocong Wang, Yi Li, Bo Wang, Shuhui Shi, Yangu He, Woyu Zhang, Yifei Yu, Yue Zhang, Xiaojuan Qi, Xiaoming Chen, Hao Jiang, Xumeng Zhang, Peng Lin, Xiaoxin Xu, Qi Liu, Zhongrui Wang, Dashan Shang, Ming Liu
Resistive memory-based zero-shot liquid state machine for multimodal event data learning. CoRR (2023)
Hao Jiang, Jikai Lu, Chenggao Zhang, Shuangzhu Tang, Junjie An, Lingli Cheng, Jian Lu, Jinsong Wei, Keji Zhou, Xumeng Zhang, Tuo Shi, Qi Liu
Multicore Spiking Neuromorphic Chip in 180-nm With ReRAM Synapses and Digital Neurons. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (4) (2023)
Keji Zhou, Xinru Jia, Chenyang Zhao, Xumeng Zhang, Guangjian Wu, Chen Mu, Haozhe Zhu, Yanting Ding, Chixiao Chen, Xiaoyong Xue, Xiaoyang Zeng, Qi Liu
A 28 nm 81 Kb 59-95.3 TOPS/W 4T2R ReRAM Computing-in-Memory Accelerator With Voltage-to-Time-to-Digital Based Output. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (4) (2022)
Jinsong Wei, Jilin Zhang, Xumeng Zhang, Zuheng Wu, Rui Wang, Jian Lu, Tuo Shi, Mansun Chan, Qi Liu, Hong Chen
A neuromorphic core based on threshold switching memristor with asynchronous address event representation circuits. Sci. China Inf. Sci. 65 (2) (2022)
Huihan Li, Shaocong Wang, Xumeng Zhang, Wei Wang, Rui Yang, Zhong Sun, Wanxiang Feng, Peng Lin, Zhongrui Wang, Linfeng Sun, Yugui Yao
Memristive Crossbar Arrays for Storage and Computing Applications. Adv. Intell. Syst. 3 (9) (2021)
Huihan Li, Shaocong Wang, Xumeng Zhang, Wei Wang, Rui Yang, Zhong Sun, Wanxiang Feng, Peng Lin, Zhongrui Wang, Linfeng Sun, Yugui Yao
Memristive Crossbar Arrays for Storage and Computing Applications. Adv. Intell. Syst. 3 (9) (2021)
Shaocong Wang, Yi Li, Dingchen Wang, Woyu Zhang, Xi Chen, Danian Dong, Songqi Wang, Xumeng Zhang, Peng Lin, Claudio Gallicchio, Xiaoxin Xu, Qi Liu, Kwang-Ting Cheng, Zhongrui Wang, Dashan Shang, Ming Liu
Echo state graph neural networks with analogue random resistor arrays. CoRR (2021)
Rivu Midya, Zhongrui Wang, Shiva Asapu, Xumeng Zhang, Mingyi Rao, Wenhao Song, Ye Zhuo, Navnidhi K. Upadhyay, Qiangfei Xia, J. Joshua Yang
Reservoir Computing Using Diffusive Memristors. Adv. Intell. Syst. 1 (7) (2019)
Jinsong Wei, Jilin Zhang, Xumeng Zhang, Zuheng Wu, Chunmeng Dou, Tuo Shi, Hong Chen, Qi Liu
An Asynchronous AER Circuits with Rotation Priority Tree Arbiter for Neuromorphic Hardware with Analog Neuron. ASICON (2019)