Wen Ma

1.9k total citations · 2 hit papers
23 papers, 1.5k citations indexed

About

Wen Ma is a scholar working on Electrical and Electronic Engineering, Artificial Intelligence and Mechanical Engineering. According to data from OpenAlex, Wen Ma has authored 23 papers receiving a total of 1.5k indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Electrical and Electronic Engineering, 7 papers in Artificial Intelligence and 7 papers in Mechanical Engineering. Recurrent topics in Wen Ma's work include Advanced Memory and Neural Computing (12 papers), Ferroelectric and Negative Capacitance Devices (6 papers) and Mineral Processing and Grinding (6 papers). Wen Ma is often cited by papers focused on Advanced Memory and Neural Computing (12 papers), Ferroelectric and Negative Capacitance Devices (6 papers) and Mineral Processing and Grinding (6 papers). Wen Ma collaborates with scholars based in China, United States and Japan. Wen Ma's co-authors include Wei Lü, Fuxi Cai, Chao Du, Patrick Sheridan, Zhengya Zhang, Jong Hoon Shin, Seung Hwan Lee, J. W. Moon, Zhenhao Xu and Peng Lin and has published in prestigious journals such as Nature Nanotechnology, Expert Systems with Applications and IEEE Access.

In The Last Decade

Wen Ma

22 papers receiving 1.5k 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.

Sparse coding with memristor networks

2017 506 citations Patrick Sheridan, Fuxi Cai et al. Nature Nanotechnology profile →
Temporal data classification and forecasting using a memristor-based reservoir computing system

2019 485 citations J. W. Moon, Wen Ma et al. Nature Electronics profile →

Peers

Countries citing papers authored by Wen Ma

Since Specialization

Citations

This map shows the geographic impact of Wen Ma'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 Wen Ma with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Wen Ma more than expected).

Fields of papers citing papers by Wen Ma

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Wen Ma. 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 Wen Ma. The network helps show where Wen Ma may publish in the future.

Co-authorship network of co-authors of Wen Ma

This figure shows the co-authorship network connecting the top 25 collaborators of Wen Ma. A scholar is included among the top collaborators of Wen Ma 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 Wen Ma. Wen Ma is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Feature fusion of single and orthogonal polarized rock images for intelligent lithology identification 2025 ·Wen Ma, Tao Han, Zhenhao Xu, Peng Lin	3
2	Refined lithology identification: Methodology, challenges and prospects 2023 ·Geoenergy Science and Engineering ·Heng Shi, Zhenhao Xu, Peng Lin, Wen Ma	19
3	A novel integrated strategy of easy pruning, parameter searching, and re-parameterization for lightweight intelligent lithology identification 2023 ·Expert Systems with Applications ·Heng Shi, Wen Ma, Zhenhao Xu, Peng Lin	19
4	Intelligent On-Site Lithology Identification Based on Deep Learning of Rock Images and Elemental Data 2022 ·IEEE Geoscience and Remote Sensing Letters ·Zhenhao Xu, Heng Shi, Peng Lin, Wen Ma	17
5	Deep learning of rock microscopic images for intelligent lithology identification: Neural network comparison and selection 2022 ·Journal of Rock Mechanics and Geotechnical Engineering ·Zhenhao Xu, Wen Ma, Peng Lin, Yilei Hua	50
6	An Automatic Detection and Online Quality Inspection Method for Workpiece Surface Cracks based on Machine Vision 2022 ·International Journal of Circuits Systems and Signal Processing ·(unknown), Wen Ma	1
7	Effect of OTS Selector Reliabilities on NVM Crossbar-based Neuromorphic Training 2022 ·Wen Ma, Tung Thanh Hoang, Brian D. Hoskins, Matthew W. Daniels, Jabez J. McClelland, (unknown), Gina C. Adam, (unknown)	1
8	A System for Validating Resistive Neural Network Prototypes 2021 ·Brian D. Hoskins, Wen Ma, (unknown), (unknown), Matthew W. Daniels, (unknown), Advait Madhavan, (unknown), (unknown), Muqing Liu, Rasmus Elsborg Madsen, (unknown), Gina C. Adam, (unknown)	9
9	Deep learning of rock images for intelligent lithology identification 2021 ·Computers & Geosciences ·Zhenhao Xu, Wen Ma, Peng Lin, Heng Shi, Dongdong Pan, Tonghui Liu	99
10	Social Bots Detection via Fusing BERT and Graph Convolutional Networks 2021 ·Symmetry ·(unknown), Haiyong Xie, Yangyang Li, Wen Ma, Chao Zhang	33
11	Side-Channel Gray-Box Attack for DNNs 2020 ·IEEE Transactions on Circuits & Systems II Express Briefs ·Yun Xiang, Yongchao Xu, (unknown), Wen Ma, Qi Xuan, Yi Liu	15
12	A Mott Insulator-Based Oscillator Circuit for Reservoir Computing 2020 ·Wen Ma, (unknown), (unknown), Rick Galbraith, (unknown), Won Ho Choi, Pi-Feng Chiu, (unknown), Dirk J. Wouters, Rainer Waser, Daniel Bedau	6
13	Memristor TCAMs Accelerate Regular Expression Matching for Network Intrusion Detection 2019 ·IEEE Transactions on Nanotechnology ·Catherine E. Graves, Sity Lam, Xuema Li, (unknown), Martin Foltín, Matthew P. Hardy, John Paul Strachan, Can Li, Xia Sheng, Wen Ma, Sai Rahul Chalamalasetti, (unknown), Jim Ignowski, (unknown), (unknown)	38
14	Temporal data classification and forecasting using a memristor-based reservoir computing system breakdown → 2019 ·Nature Electronics ·J. W. Moon, Wen Ma, Jong Hoon Shin, Fuxi Cai, Chao Du, Seung Hwan Lee, Wei Lü	485
15	A Binarized Neural Network Accelerator with Differential Crosspoint Memristor Array for Energy-Efficient MAC Operations 2019 ·Pi-Feng Chiu, Won Ho Choi, Wen Ma, Minghai Qin, (unknown)	14
16	Regular Expression Matching with Memristor TCAMs for Network Security 2018 ·Catherine E. Graves, Wen Ma, Xia Sheng, (unknown), (unknown), Sity Lam, Xuema Li, Sai Rahul Chalamalasetti, (unknown), Martin Foltín, John Paul Strachan, Matthew P. Hardy	7
17	Regular Expression Matching with Memristor TCAMs 2018 ·Catherine E. Graves, Wen Ma, Xia Sheng, (unknown), (unknown), Sity Lam, Xuema Li, Sai Rahul Chalamalasetti, (unknown), Martin Foltín, Matthew P. Hardy, John Paul Strachan	10
18	Improving Noise Tolerance of Hardware Accelerated Artificial Neural Networks 2018 ·Wen Ma, Minghai Qin, Won Ho Choi, Pi-Feng Chiu, (unknown)	1
19	Sparse coding with memristor networks breakdown → 2017 ·Nature Nanotechnology ·Patrick Sheridan, Fuxi Cai, Chao Du, Wen Ma, Zhengya Zhang, Wei Lü	506
20	Dynamic Memristors: from Devices to Applications 2017 ·Deep Blue (University of Michigan) ·Wen Ma	0

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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