Leaderboards/Advanced Memory and Neural Computing

Advanced Memory and Neural Computing

Last updated July 15, 2026

Rising Stars

Fresh ink, massive impact

Researchers

1
Xiaoyi Dong
University of Science and Technology of China
2
Weier Wan
University of California San Diego
3
Dongyeol Ju
Dongguk University
4
Tetiana Parker
Drexel University
5
Ruzhan Qin
Guangzhou University
6
Man Yao
Hong Kong Polytechnic University
7
Panlong Zhai
City University of Hong Kong
8
Alexander Shapson-Coe
Harvard University
9
Jeng‐Hun Lee
Pohang University of Science and Technology
10
Hamdi Altaheri
University of Waterloo

Papers

1
Recent Advances in Flexible Pressure Sensors Based on MXene Materials
Advanced Materials|2024
366 cit.
2
A petavoxel fragment of human cerebral cortex reconstructed at nanoscale resolution
Science|2024
315 cit.
3
Age of Flexible Electronics: Emerging Trends in Soft Multifunctional Sensors
Advanced Materials|2024
312 cit.
4
Publication in Chemistry of Materials (2024) [287 citations, W4401734712]
Chemistry of Materials|2024
287 cit.
5
Spike-based dynamic computing with asynchronous sensing-computing neuromorphic chip
Nature Communications|2024
107 cit.
6
Publication in Advanced Functional Materials (2024) [47 citations, W4402136007]
Advanced Functional Materials|2024
47 cit.
7
Publication in ACS Nano (2025) [43 citations, W4411146006]
ACS Nano|2025
43 cit.
8
Publication in Nano Energy (2024) [32 citations, W4400314133]
Nano Energy|2024
32 cit.
9
Publication in Advanced Functional Materials (2025) [31 citations, W4407798190]
Advanced Functional Materials|2025
31 cit.
10
Molecular Engineering of Hydrogen-Bonded Organic Framework for Enhanced Nitrate Electroreduction to Ammonia
Nano Letters|2024
28 cit.

Emerging Leaders

Drafting the new consensus

Researchers

1
Doe Hyun Yoon
Google (United States)
2
Wentao Xu
Zhejiang Chinese Medical University
3
Huipeng Chen
Tan Kah Kee Innovation Laboratory
4
Jianshi Tang
Tsinghua University
5
Dashan Shang
University of Hong Kong
6
Qijun Sun
Northeast Forestry University
7
Deliang Fan
Arizona State University
8
Timothée Masquelier
Canadian Nautical Research Society
9
Gunuk Wang
Korea University
10
Kaiming He
Guangdong Academy of Medical Sciences

Papers

1
Scaling Language-Image Pre-Training via Masking
Unknown Journal|2023
221 cit.
2
Bioinspired interactive neuromorphic devices
Materials Today|2022
171 cit.
3
Scalable spinning, winding, and knitting graphene textile TENG for energy harvesting and human motion recognition
Nano Energy|2022
142 cit.
4
Mammalian-brain-inspired neuromorphic motion-cognition nerve achieves cross-modal perceptual enhancement
Nature Communications|2023
140 cit.
5
Integrated Self‐Powered Sensors Based on 2D Material Devices
Advanced Functional Materials|2022
129 cit.
6
Programmable ferroelectric bionic vision hardware with selective attention for high-precision image classification
Nature Communications|2022
126 cit.
7
Self-powered high-sensitivity all-in-one vertical tribo-transistor device for multi-sensing-memory-computing
Nature Communications|2022
122 cit.
8
High‐Contrast Bidirectional Optoelectronic Synapses based on 2D Molecular Crystal Heterojunctions for Motion Detection
Advanced Materials|2023
116 cit.
9
An artificial visual nerve for mimicking pupil reflex
Matter|2022
105 cit.
10
DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories
2022 IEEE Symposium on Security and Privacy (SP)|2022
104 cit.

Current Senior Leaders

Wrote the book, still writing it

Researchers

1
Kostya S. Novoselov
Centre of Advanced Studies
2
R. Stanley Williams
California Institute of Technology
3
Wei Lü
Chinese Academy of Sciences
4
Leon O. Chua
University of California, Berkeley
5
Cheol Seong Hwang
Seoul National University
6
Yury Gogotsi
Drexel University
7
H.‐S. Philip Wong
City University of Hong Kong
8
Huaqiang Wu
Beijing Advanced Sciences and Innovation Center
9
Rainer Waser
X-Fab (Germany)
10
Dmitri B. Strukov
University of California, Santa Barbara

Papers

1
Electric Field Effect in Atomically Thin Carbon Films
Science|2004
66.1k cit.
2
The rise of graphene
Nature Materials|2007
39.5k cit.
3
Two-dimensional gas of massless Dirac fermions in graphene
Nature|2005
21.4k cit.
4
Materials for electrochemical capacitors
Nature Materials|2008
16.1k cit.
5
Two-dimensional atomic crystals
Proceedings of the National Academy of Sciences|2005
11.6k cit.
6
The missing memristor found
Nature|2008
11.5k cit.
7
Memristor-The missing circuit element
IEEE Transactions on Circuit Theory|1971
10k cit.
8
A roadmap for graphene
Nature|2012
9.2k cit.
9
Detection of individual gas molecules adsorbed on graphene
Nature Materials|2007
8k cit.
10
25th Anniversary Article: MXenes: A New Family of Two‐Dimensional Materials
Advanced Materials|2013
6.3k cit.

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