Xumeng Zhang

6.2k citations

105 papers · 4.9k indexed · 4 hit papers · h-index 34

Electrical and Electronic Engineering top 0.5%
Cellular and Molecular Neuroscience top 1%
Cognitive Neuroscience top 2%
Artificial Intelligence top 1%
Polymers and Plastics top 2%

Co-authors: Qi Liu Ming Liu Xiaolong Zhao Zuheng Wu Zhongrui Wang Hangbing Lv Rongrong CaoWei Wang
Topics: Advanced Memory and Neural Computing (99 papers)Ferroelectric and Negative Capacitance Devices (58 papers)Neuroscience and Neural Engineering (33 papers)
Cited by: Cellular and Molecular Neuroscience Electrical and Electronic Engineering Cognitive Neuroscience
Journals: Advanced Materials Nature Communications Nature Materials
Partner nations: China Singapore United States

In The Last Decade

Xumeng Zhang

98 papers receiving 4.7k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

An artificial spiking afferent nerve based on Mott memristors for neurorobotics

2020 321 citations Xumeng Zhang, Ye Zhuo et al. Nature Communications profile →
Brain-inspired computing with memristors: Challenges in devices, circuits, and systems

2020 289 citations Yang Zhang, Zhongrui Wang et al. Applied Physics Reviews profile →
In-sensor reservoir computing system for latent fingerprint recognition with deep ultraviolet photo-synapses and memristor array

2022 265 citations Xiaolong Zhao, Xumeng Zhang et al. Nature Communications profile →
Ferroelectric-defined reconfigurable homojunctions for in-memory sensing and computing

2023 152 citations Guangjian Wu, Xumeng Zhang et al. Nature Materials profile →

Peers

Countries citing papers authored by Xumeng Zhang

Since Specialization

Citations

This map shows the geographic impact of Xumeng Zhang's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xumeng Zhang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xumeng Zhang more than expected).

Fields of papers citing papers by Xumeng Zhang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xumeng Zhang. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xumeng Zhang. The network helps show where Xumeng Zhang may publish in the future.

Co-authorship network of co-authors of Xumeng Zhang

This figure shows the co-authorship network connecting the top 25 collaborators of Xumeng Zhang. A scholar is included among the top collaborators of Xumeng Zhang based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Xumeng Zhang. Xumeng Zhang is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Memristive Bellman solver for decision-making 2025 ·Nature Communications ·(unknown),Zuheng Wu,(unknown),(unknown),Xiaolong Zhao,Xumeng Zhang,Jian Lü,(unknown),Yilin Wang,Haochen Wang,Wenbin Guo,(unknown),(unknown),(unknown),(unknown),Qi Liu	0
2	Capacitive in-sensor tactile computing 2025 ·Nature Communications ·(unknown),Jie Cao,Jie Qiu,Dongzi Yang,Mengyang Liu,(unknown),Chenyang Li,(unknown),Jie Yu,Xumeng Zhang,Xianzhe Chen,Zhangcheng Huang,Enming Song,Ming Wang,Qi Liu,Ming Liu	2
3	Information Dimension Matching in Memristive Computing System for Analog Deployment of Deep Neural Networks 2024 ·Advanced Electronic Materials ·(unknown),Zuheng Wu,Xu Wang,(unknown),Xumeng Zhang,(unknown),Jian Lü,Wenbin Guo,(unknown),Tuo Shi,(unknown),(unknown),Fei Yang,Yuehua Dai,Qi Liu	1
4	Multi-state nonvolatile capacitances in HfO2-based ferroelectric capacitor for neuromorphic computing 2024 ·Applied Physics Letters ·Shuyu Wu,Xumeng Zhang,(unknown),Keji Zhou,(unknown),(unknown),(unknown),Dashan Shang,Yingfen Wei,Hao Jiang,Qi Liu	10
5	Semantic memory–based dynamic neural network using memristive ternary CIM and CAM for 2D and 3D vision 2024 ·Science Advances ·(unknown),Woyu Zhang,(unknown),Ning Lin,Yifei Yu,(unknown),Bo Wang,Hao Jiang,Peng Lin,Xiaoxin Xu,Xiaojuan Qi,Zhongrui Wang,Xumeng Zhang,Dashan Shang,Qi Liu,Kwang‐Ting Cheng,Ming Liu	4
6	A Scalable Area-Efficient Low-Delay Asynchronous AER Circuits Design for Neuromorphic Chips 2024 ·IEEE Transactions on Circuits & Systems II Express Briefs ·(unknown),Keji Zhou,(unknown),Chenyang Li,Jinhao Liang,(unknown),Xumeng Zhang,Qi Liu	2
7	A Fully Printed ZnO Memristor Synaptic Array for Neuromorphic Computing Application 2024 ·IEEE Electron Device Letters ·Jiewen Chen,(unknown),Yang Li,Jie Cao,Xusheng Liu,Jie Qiu,(unknown),Meng-Yang Liu,(unknown),Xumeng Zhang,Zhi-Wei Zheng,Ming Wang	9
8	Distinguishing artificial spin ice states using magnetoresistance effect for neuromorphic computing 2023 ·Nature Communications ·(unknown),Zefeng Zhang,(unknown),Qiang Li,Yang Shi,Huanyu Zhang,Xumeng Zhang,(unknown),(unknown),Weichao Yu,Xiaodong Zhou,Hangwen Guo,(unknown),Jiang Xiao,Lifeng Yin,Qi Liu,Jian Shen	24
9	A low-power vertical dual-gate neurotransistor with short-term memory for high energy-efficient neuromorphic computing 2023 ·Nature Communications ·(unknown),Dashan Shang,Qing Luo,Junjie An,Yue Li,Shuyu Wu,Zhihong Yao,Woyu Zhang,Xiaoxin Xu,Chunmeng Dou,Hao Jiang,Liyang Pan,Xumeng Zhang,Ming Wang,Zhongrui Wang,Jianshi Tang,Qi Liu,Ming Liu	38
10	Ferroelectric-defined reconfigurable homojunctions for in-memory sensing and computingbreakdown → 2023 ·Nature Materials ·Guangjian Wu,Xumeng Zhang,Guangdi Feng,Jingli Wang,Keji Zhou,Jinhua Zeng,Danian Dong,(unknown),(unknown),Xiaoming Zhao,Danni Gong,(unknown),Bobo Tian,Chun‐Gang Duan,Qi Liu,Jianlu Wang,Junhao Chu,Ming Liu	152
11	Echo state graph neural networks with analogue random resistive memory arrays 2023 ·Nature Machine Intelligence ·Shaocong Wang,Yi Li,Dingchen Wang,Woyu Zhang,Xi Chen,Danian Dong,(unknown),Xumeng Zhang,Peng Lin,Claudio Gallicchio,Xiaoxin Xu,Qi Liu,Kwang‐Ting Cheng,Zhongrui Wang,Dashan Shang,Ming Liu	54
12	High-Yield and Uniform NbO_x-Based Threshold Switching Devices for Neuron Applications 2022 ·IEEE Transactions on Electron Devices ·(unknown),Xumeng Zhang,Zuheng Wu,Yongzhou Wang,Jiaxue Zhu,(unknown),Feng Guan,(unknown),Tuo Shi,Ming Wang,Qi Liu	28
13	An Artificial Spiking Nociceptor Integrating Pressure Sensors and Memristors 2022 ·IEEE Electron Device Letters ·Jiaxue Zhu,Xumeng Zhang,Ming Wang,Rui Wang,Pei Chen,(unknown),Qi Liu	31
14	A Flexible Organic Electrochemical Synaptic Transistor With Dopamine-Mediated Plasticity 2022 ·IEEE Electron Device Letters ·Jie Qiu,Jie Cao,Xusheng Liu,(unknown),Feng Guan,Xumeng Zhang,Ming Wang,Qi Liu	22
15	A Heterogeneously Integrated Spiking Neuron Array for Multimode‐Fused Perception and Object Classification 2022 ·Advanced Materials ·Jiaxue Zhu,Xumeng Zhang,Rui Wang,Ming Wang,Pei Chen,(unknown),Zuheng Wu,Yongzhou Wang,Qi Liu,Ming Liu	131
16	A 28 nm 81 Kb 59–95.3 TOPS/W 4T2R ReRAM Computing-in-Memory Accelerator With Voltage-to-Time-to-Digital Based Output 2022 ·IEEE Journal on Emerging and Selected Topics in Circuits and Systems ·Keji Zhou,(unknown),(unknown),Xumeng Zhang,Guangjian Wu,(unknown),(unknown),(unknown),Chixiao Chen,Xiaoyong Xue,Xiaoyang Zeng,Qi Liu	6
17	Brain-inspired computing with memristors: Challenges in devices, circuits, and systemsbreakdown → 2020 ·Applied Physics Reviews ·Yang Zhang,Zhongrui Wang,Jiadi Zhu,Yuchao Yang,Mingyi Rao,Wenhao Song,Ye Zhuo,Xumeng Zhang,Menglin Cui,Linlin Shen,Ru Huang,J. Joshua Yang	289
18	An artificial spiking afferent nerve based on Mott memristors for neuroroboticsbreakdown → 2020 ·Nature Communications ·Xumeng Zhang,Ye Zhuo,Qing Luo,Zuheng Wu,Rivu Midya,Zhongrui Wang,Wenhao Song,Rui Wang,Navnidhi K. Upadhyay,Yilin Fang,Fatemeh Kiani,Mingyi Rao,Yang Yang,Qiangfei Xia,Qi Liu,Ming Liu,J. Joshua Yang	321
19	A Compact Model for Drift and Diffusion Memristor Applied in Neuron Circuits Design 2018 ·IEEE Transactions on Electron Devices ·Ying Zhao,(unknown),Xumeng Zhang,Xiaoxin Xu,Tiancheng Gong,Qing Luo,Chengying Chen,Qi Liu,Hangbing Lv,Qiang Li,Feng Zhang,Ling Li,Ming Liu	24
20	Effects of Capping Electrode on Ferroelectric Properties of Hf_0.5Zr_0.5O₂ Thin Films 2018 ·IEEE Electron Device Letters ·Rongrong Cao,Yan Wang,Shengjie Zhao,Yang Yang,Xiaolong Zhao,Wei Wang,Xumeng Zhang,Hangbing Lv,Qi Liu,Ming Liu	180

About Xumeng Zhang

Xumeng Zhang is a scholar working on Cellular and Molecular Neuroscience, Electrical and Electronic Engineering and Cognitive Neuroscience, having authored 105 papers that have together received 4.9k indexed citations. Recurring topics across this work include Advanced Memory and Neural Computing (99 papers), Ferroelectric and Negative Capacitance Devices (58 papers) and Neuroscience and Neural Engineering (33 papers). The work is most often cited by research in Cellular and Molecular Neuroscience (1.9k citations), Electrical and Electronic Engineering (4.6k citations) and Cognitive Neuroscience (1.1k citations). Xumeng Zhang has collaborated with scholars based in China, Singapore and United States. Frequent co-authors include Qi Liu, Ming Liu, Xiaolong Zhao, Zuheng Wu, Zhongrui Wang, Hangbing Lv, Rongrong Cao, Wei Wang, J. Joshua Yang and Mingyi Rao. Their work appears in journals such as Advanced Materials, Nature Communications and Nature Materials.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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