Leaderboards/eeg and brain computer interfaces

eeg and brain computer interfaces

Last updated June 11, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Bin He
Carnegie Mellon University
99
2
Yi Ding
Nanyang Technological University
80
3
Yang Li
Nanjing University of Posts and Telecommunications
60
4
Qiang Zhao
Nanjing University of Posts and Telecommunications
50
5
Wei Zhao
Jimei University
40
6
Sujun Weng
Jimei University
30
7
Joshua Kosnoff
Carnegie Mellon University
10

Rising Stars Papers

1
Non-Invasive Brain-Computer Interfaces: State of the Art and Trends
IEEE Reviews in Biomedical Engineering|2024
121 cit.
2
Continuous tracking using deep learning-based decoding for noninvasive brain–computer interface
PNAS Nexus|2024
25 cit.
3
Continuous Reaching and Grasping With a BCI Controlled Robotic Arm in Healthy and Stroke-Affected Individuals
IEEE Transactions on Neural Systems and Rehabilitation Engineering|2025
3 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Zhengqing Miao
Tianjin University
99
2
Kübra Erat
Kocaeli Üniversitesi
90
3
Yidan Ding
Carnegie Mellon University
90
4
Haijie Liu
Capital Medical University
80
5
Sadaf Moaveninejad
University of Padua
70
6
Aigerim Keutayeva
Nazarbayev University
60
7
Zilin Liang
Beihang University
50
8
Ziwei Wang
Huazhong University of Science and Technology
40
9
Radia Rayan Chowdhury
Teesside University
30
10
Huanyu Wu
Huazhong University of Science and Technology
20

Emerging Leaders Papers

Insufficient data

All-Time Leaders

The canon

All-Time Leaders Researchers

1
G. Pfurtscheller
Graz University of Technology
99
2
Catherine A Forneris
New York State Department of Health
90
3
Benjamin Blankertz
Focus (Germany)
80
4
Cuntai Guan
Nanyang Technological University
70
5
Klaus‐Robert Müller
University of Potsdam
70
6
Andrzej Cichocki
RIKEN Center for Brain Science
60
7
Chang‐Hwan Im
Hanyang University
40
8
Alois Schlögl
Graz University of Technology
30
9
Chin‐Teng Lin
National Yang Ming Chiao Tung University
20
10
Dongrui Wu
Huazhong University of Science and Technology
20

All-Time Leaders Papers

1
A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI
IEEE Transactions on Neural Networks and Learning Systems|2020
2.1k cit.
2
Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications
Proceedings of the IEEE|2021
1.3k cit.
3
Review of the BCI Competition IV
Frontiers in Neuroscience|2012
1.2k cit.
4
An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG
IEEE Transactions on Neural Systems and Rehabilitation Engineering|2021
632 cit.
5
Sustained Attention in Real Classroom Settings: An EEG Study
Frontiers in Human Neuroscience|2017
218 cit.
6
The Berlin Brain-Computer Interface: Progress Beyond Communication and Control
Frontiers in Neuroscience|2016
209 cit.
7
Review of Wireless and Wearable Electroencephalogram Systems and Brain-Computer Interfaces – A Mini-Review
Gerontology|2009
131 cit.
8
Revisiting Euclidean alignment for transfer learning in EEG-based brain–computer interfaces
Journal of Neural Engineering|2025
7 cit.

Indexing eeg and brain computer interfaces Reagents

Citation data for reagents in this field is currently compiling.