Standout Papers

A Survey on Explainable Artificial I... 2010 2026 2015 2020 1.0k
  1. A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI (2020)
    Erico Tjoa, Cuntai Guan IEEE Transactions on Neural Networks and Learning Systems
  2. Filter Bank Common Spatial Pattern Algorithm on BCI Competition IV Datasets 2a and 2b (2012)
    Kai Keng Ang, Zheng Yang Chin et al. Frontiers in Neuroscience
  3. Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms (2010)
    Fabien Lotte, Cuntai Guan IEEE Transactions on Biomedical Engineering
  4. Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks (2018)
    Cuntai Guan, Shuicheng Yan et al. IEEE Transactions on Neural Networks and Learning Systems
  5. An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG (2021)
    Emadeldeen Eldele, Zhenghua Chen et al. IEEE Transactions on Neural Systems and Rehabilitation Engineering
  6. BCI for stroke rehabilitation: motor and beyond (2020)
    Ravikiran Mane, Tushar Chouhan et al. Journal of Neural Engineering
  7. Time-Series Representation Learning via Temporal and Contextual Contrasting (2021)
    Emadeldeen Eldele, Mohamed Ragab et al. DR-NTU (Nanyang Technological University)
  8. TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition (2022)
    Yi Ding, Neethu Robinson et al. IEEE Transactions on Affective Computing
  9. Machine learning-guided realization of full-color high-quantum-yield carbon quantum dots (2024)
    Huazhang Guo, Yuhao Lu et al. Nature Communications

Immediate Impact

9 from Science/Nature 75 standout
Sub-graph 1 of 21

Citing Papers

Machine learning in point-of-care testing: innovations, challenges, and opportunities
2025 Standout
Bio-inspired electronics: Soft, biohybrid, and “living” neural interfaces
2025 Standout
9 intermediate papers

Works of Cuntai Guan being referenced

Translation of neurotechnologies
2024
Electrocorticographic representations of segmental features in continuous speech
2015
and 3 more

Author Peers

Author Last Decade Papers Cites
Cuntai Guan 10481 4324 2265 2382 315 14.1k
Benjamin Blankertz 13744 5571 3064 2264 157 14.8k
Gert Pfurtscheller 14669 7052 1834 2602 133 15.7k
Christa Neuper 13833 5236 1053 1864 170 15.7k
G. Pfurtscheller 22864 8706 3008 2512 142 24.6k
Tzyy‐Ping Jung 20143 4179 4735 1972 293 24.3k
Dennis J. McFarland 17135 9456 2171 3478 142 18.3k
Gerwin Schalk 12678 6685 1549 1685 138 13.6k
José del R. Millán 8388 4164 890 2139 428 14.4k
Gernot Müller-Putz 8977 4478 781 1718 265 9.8k
Jonathan R. Wolpaw 24197 13744 2819 4568 244 28.2k

All Works

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Rankless by CCL
2026