Ning Ge

8.6k citations

61 papers · 6.5k · 7 hit papers · h-index 21

Impact in

Cellular and Molecular Neuroscience top 0.5%
- Neuroscience and Neural Engineering
- Photoreceptor and optogenetics research
Electrical and Electronic Engineering top 0.5%
- Advanced Memory and Neural Computing
- Ferroelectric and Negative Capacitance Devices
- CCD and CMOS Imaging Sensors

Papers in

Electrical and Electronic Engineering 26
- Advanced Memory and Neural Computing 19
- Ferroelectric and Negative Capacitance Devices 9
Cellular and Molecular Neuroscience 16
- Neuroscience and Neural Engineering 16

Co-authors: John Paul Strachan (12 shared papers)R. Stanley Williams (17 shared papers)Miao Hu (11 shared papers)Qiangfei Xia (10 shared papers)Hao Jiang (8 shared papers)Zhiyong Li (11 shared papers)Qing Wu (8 shared papers)Zhongrui Wang (8 shared papers)
Journals: Bioelectrochemistry (2 papers)Nature Electronics (2 papers)Advanced Materials (2 papers)China Communications (2 papers)Scientific Reports (2 papers)
Partner nations: China United States France

In The Last Decade

Ning Ge

56 papers receiving 6.4k citations

Ning Ge's Hit Papers

7 papers align trajectories log scale

Reinforcement learning with analogue memristor arrays 2019 · 301 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2019 Nature Electronics
2018 Advanced Materials
2018 Nature Communications
2017 Advanced Materials
2017 Nature Electronics
2016 Dot-product engine for neuromorphic computing
2016 Nature Materials

Peers

Countries citing papers authored by Ning Ge

Since Specialization

Citations

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

Fields of papers citing papers by Ning Ge

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Ning Ge, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Ning Ge Line = papers co-authored together Ning Ge links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 61 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing Nature Materials ·Zhongrui Wang, Saumil Joshi, Sergey Savel’ev, Hao Jiang, Rivu Midya, Peng Lin, Miao Hu, Ning Ge, John Paul Strachan, Zhiyong Li, Qing Wu, Mark Barnell, Geng‐Lin Li, Huolin L. Xin, R. Stanley Williams, Qiangfei Xia, (unknown) Hit paper breakdown →	2016	1951
2	Analogue signal and image processing with large memristor crossbars Nature Electronics ·Can Li, Miao Hu, Yunning Li, Hao Jiang, Ning Ge, Eric Montgomery, Jiaming Zhang, Wenhao Song, Noraica Dávila, Catherine E. Graves, Zhiyong Li, John Paul Strachan, Peng Lin, Zhongrui Wang, Mark Barnell, Qing Wu, (unknown), (unknown), Qiangfei Xia Hit paper breakdown →	2017	1011
3	Efficient and self-adaptive in-situ learning in multilayer memristor neural networks Nature Communications ·Can Li, Daniel Belkin, Yunning Li, Peng Yan, Miao Hu, Ning Ge, Hao Jiang, Eric Montgomery, Peng Lin, Zhongrui Wang, Wenhao Song, John Paul Strachan, Mark Barnell, Qing Wu, R. Stanley Williams, (unknown), Qiangfei Xia Hit paper breakdown →	2018	722
4	Memristor‐Based Analog Computation and Neural Network Classification with a Dot Product Engine Advanced Materials ·Miao Hu, Catherine E. Graves, Can Li, Yunning Li, Ning Ge, Eric Montgomery, Noraica Dávila, Hao Jiang, R. Stanley Williams, J. Joshua Yang, Qiangfei Xia, John Paul Strachan Hit paper breakdown →	2018	615
5	Dot-product engine for neuromorphic computing Miao Hu, John Paul Strachan, Zhiyong Li, Emmanuelle Merced Grafals, Noraica Dávila, Catherine E. Graves, Sity Lam, Ning Ge, J. Joshua Yang, R. Stanley Williams Hit paper breakdown →	2016	526
6	Anatomy of Ag/Hafnia‐Based Selectors with 10¹⁰ Nonlinearity Advanced Materials ·Rivu Midya, Zhongrui Wang, Jiaming Zhang, Sergey Savel’ev, Can Li, Mingyi Rao, Moon Hyung Jang, Saumil Joshi, Hao Jiang, Peng Lin, Kate J. Norris, Ning Ge, Qing Wu, Mark Barnell, Zhiyong Li, Huolin L. Xin, R. Stanley Williams, Qiangfei Xia, J. Joshua Yang Hit paper breakdown →	2017	327
7	Reinforcement learning with analogue memristor arrays Nature Electronics ·Zhongrui Wang, Can Li, Wenhao Song, Mingyi Rao, Daniel Belkin, Yunning Li, Peng Yan, Hao Jiang, Peng Lin, Miao Hu, John Paul Strachan, Ning Ge, Mark Barnell, Qing Wu, Andrew G. Barto, Qinru Qiu, R. Stanley Williams, Qiangfei Xia, (unknown) Hit paper breakdown →	2019	301
8	In situ training of feed-forward and recurrent convolutional memristor networks Nature Machine Intelligence ·Zhongrui Wang, Can Li, Peng Lin, Mingyi Rao, Yongyang Nie, Wenhao Song, Qinru Qiu, Yunning Li, Peng Yan, John Paul Strachan, Ning Ge, Nathan McDonald, Qing Wu, Miao Hu, Huaqiang Wu, R. Stanley Williams, Qiangfei Xia, J. Joshua Yang	2019	245
9	Repeatable, accurate, and high speed multi-level programming of memristor 1T1R arrays for power efficient analog computing applications Nanotechnology ·Emmanuelle J. Merced-Grafals, Noraica Dávila, Ning Ge, R. Stanley Williams, John Paul Strachan	2016	146
10	All-2D Material Inkjet-Printed Capacitors: Toward Fully Printed Integrated Circuits ACS Nano ·Robyn Worsley, Lorenzo Pimpolari, Daryl McManus, Ning Ge, Robert Ionescu, Jarrid A. Wittkopf, Adriana Alieva, Giovanni Basso, Massimo Macucci, Giuseppe Iannaccone, Kostya S. Novoselov, Helen Holder, Gianluca Fiori, Cinzia Casiraghi	2018	117
11	Voltage divider effect for the improvement of variability and endurance ofTaOx memristor Scientific Reports ·Kyung Min Kim, J. Joshua Yang, John Paul Strachan, Emmanuelle Merced Grafals, Ning Ge, Noraica Davila Melendez, Zhiyong Li, R. Stanley Williams	2016	112
12	An Easy Route to Monofunctionalized Organoimido Derivatives of the Lindqvist Hexamolybdate European Journal of Inorganic Chemistry ·Pingfan Wu, Qiang Li, Ning Ge, Yongge Wei, Yuan Wang, Ping Wang, Hongyou Guo	2004	49
13	In-Memory Computing with Memristor Arrays Can Li, Daniel Belkin, Yunning Li, Peng Yan, Miao Hu, Ning Ge, Hao Jiang, Eric Montgomery, Peng Lin, Zhongrui Wang, John Paul Strachan, Mark Barnell, Qing Wu, R. Stanley Williams, J. Joshua Yang, Qiangfei Xia	2018	42
14	Failure prediction in production line based on federated learning: an empirical study Journal of Intelligent Manufacturing ·Ning Ge, Guanghao Li, Li Zhang, Yi Liu	2021	38
15	Low Variability Resistor–Memristor Circuit Masking the Actual Memristor States Advanced Electronic Materials ·Kyung Min Kim, J. Joshua Yang, Emmanuelle Merced, Catherine E. Graves, Sity Lam, Noraica Dávila, Miao Hu, Ning Ge, Zhiyong Li, R. Stanley Williams, Cheol Seong Hwang	2015	36
16	Naphthyl Amines as Novel Organoimido Ligands for Design of POM-Based Organic−Inorganic Hybrids: Synthesis, Structural Characterization, and Supramolecular Assembly of (Bu₄N)₂[Mo₆O₁₈N(Naph-1)] Crystal Growth & Design ·Yi Zhu, Zicheng Xiao, Ning Ge, Na Wang, Yongge Wei, Yuan Wang	2006	33
17	Electrode-material dependent switching in TaO_xmemristors Semiconductor Science and Technology ·Ning Ge, (unknown), Lu Zhang, J. Joshua Yang, Zhiyong Li, R. Stanley Williams	2014	31
18	An efficient analog Hamming distance comparator realized with a unipolar memristor array: a showcase of physical computing Scientific Reports ·Ning Ge, Jung Ho Yoon, Miao Hu, Emmanuelle J. Merced-Grafals, Noraica Dávila, John Paul Strachan, Zhiyong Li, Helen Holder, Qiangfei Xia, R. Stanley Williams, Xing Zhou, J. Joshua Yang	2017	25
19	Low voltage two-state-variable memristor model of vacancy-drift resistive switches Applied Physics A ·Lu Zhang, Ning Ge, J. Joshua Yang, Zhiyong Li, R. Stanley Williams, Yiran Chen	2015	24
20	Overlapping Coalition Formation Game for Resource Allocation in Network Coding Aided D2D Communications IEEE Transactions on Mobile Computing ·Yulei Zhao, Yong Li, Di Wu, Ning Ge	2017	24

About Ning Ge

Ning Ge is a scholar working on Electrical and Electronic Engineering, Cellular and Molecular Neuroscience, Computer Networks and Communications, Artificial Intelligence and Computational Theory and Mathematics, having authored 61 papers that have together received 6.5k indexed citations. Recurring topics across this work include Advanced Memory and Neural Computing (19 papers), Neuroscience and Neural Engineering (16 papers), Ferroelectric and Negative Capacitance Devices (9 papers), Advanced Software Engineering Methodologies (5 papers), Formal Methods in Verification (5 papers), Embedded Systems Design Techniques (5 papers), Real-Time Systems Scheduling (5 papers) and Petri Nets in System Modeling (4 papers). The work is most often cited by research in Cellular and Molecular Neuroscience (2.7k citations), Electrical and Electronic Engineering (6.1k citations), Cognitive Neuroscience (1.1k citations), Polymers and Plastics (755 citations) and Artificial Intelligence (1.0k citations). Ning Ge has collaborated with scholars based in China, United States and France. Frequent co-authors include John Paul Strachan, R. Stanley Williams, Miao Hu, Qiangfei Xia, Hao Jiang, Zhiyong Li, Qing Wu, Zhongrui Wang, Peng Lin and Mark Barnell. Their work appears in journals such as Bioelectrochemistry, Nature Electronics, Advanced Materials, China Communications and Scientific Reports.

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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Ning Ge's Hit Papers

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Fields of papers citing papers by Ning Ge

All Works

About Ning Ge

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