EEG classification of motor imagery using a novel deep learning framework M Dai, D Zheng, R Na, S Wang, S Zhang Sensors 19 (3), 551, 2019 | 255 | 2019 |
An embedded lightweight SSVEP-BCI electric wheelchair with hybrid stimulator R Na, C Hu, Y Sun, S Wang, S Zhang, M Han, W Yin, J Zhang, X Chen, ... Digital Signal Processing 116, 103101, 2021 | 62 | 2021 |
Domain transfer multiple kernel boosting for classification of EEG motor imagery signals M Dai, S Wang, D Zheng, R Na, S Zhang IEEE Access 7, 49951-49960, 2019 | 34 | 2019 |
A wearable low-power collaborative sensing system for high-quality SSVEP-BCI signal acquisition R Na, D Zheng, Y Sun, M Han, S Wang, S Zhang, Q Hui, X Chen, J Zhang, ... IEEE Internet of Things Journal 9 (10), 7273-7285, 2021 | 19 | 2021 |
Learning eeg representations with weighted convolutional siamese network: a large multi-session post-stroke rehabilitation study S Zhang, KK Ang, D Zheng, Q Hui, X Chen, Y Li, N Tang, E Chew, RY Lim, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 30, 2824-2833, 2022 | 18 | 2022 |
A novel pattern with high-level commands for encoding motor imagery-based brain computer interface S Zhang, S Wang, D Zheng, K Zhu, M Dai Pattern Recognition Letters 125, 28-34, 2019 | 15 | 2019 |
Non-invasive brain-computer interfaces: state of the art and trends BJ Edelman, S Zhang, G Schalk, P Brunner, G Müller-Putz, C Guan, B He IEEE Reviews in Biomedical Engineering, 2024 | 9 | 2024 |
Online adaptive CNN: A session-to-session transfer learning approach for non-stationary EEG S Zhang, D Zheng, N Tang, E Chew, RY Lim, KK Ang, C Guan 2022 IEEE Symposium Series on Computational Intelligence (SSCI), 164-170, 2022 | 7 | 2022 |
Riemannian Geometric Instance Filtering for Transfer Learning in Brain-Computer Interfaces Q Hui, X Liu, Y Li, S Xu, S Zhang, Y Sun, S Wang, X Chen, D Zheng Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems …, 2022 | 6 | 2022 |
EmT: A novel transformer for generalized cross-subject EEG emotion recognition Y Ding, C Tong, S Zhang, M Jiang, Y Li, KLJ Liang, C Guan arXiv preprint arXiv:2406.18345, 2024 | 5 | 2024 |
Reprint of: An embedded lightweight SSVEP-BCI electric wheelchair with hybrid stimulator R Na, C Hu, Y Sun, S Wang, S Zhang, M Han, W Yin, J Zhang, X Chen, ... Digital Signal Processing 125, 103573, 2022 | 4 | 2022 |
Electrode channel optimisation method for steady‐state visual evoked potentials K Ma, S Wang, S Zhang, Y Sun, DZ Zheng The Journal of Engineering 2019 (23), 8632-8636, 2019 | 3 | 2019 |
Motor imagery classification method based on long and short windows interception X Liu, P Yan, S Zhang, D Zheng Measurement Science and Technology 33 (8), 085701, 2022 | 2 | 2022 |
EEG based amplitude-modulated auditory steady-state response and auditory selective attention analysis D ZHENG, H JIA, F JIANG, M ZHU, R NA, S ZHANG 北京航空航天大学学报 46 (6), 1045-1052, 2020 | 2 | 2020 |
High‐resolution SSVEP‐based brain–computer interface S Zhang, S Wang, D Zheng, K Ma, Y Zhang, W Xiang The Journal of Engineering 2019 (23), 8654-8657, 2019 | 1 | 2019 |
EEG based method for the decoding of complex arm motor imagery tasks S Zhang, S Wang, D Zheng, R Na, K Zhu, K Ma, D Li 2018 IEEE International Conference on Imaging Systems and Techniques (IST), 1-6, 2018 | 1 | 2018 |
Multi-layer ear-scalp distillation framework for ear-EEG classification enhancement Y Sun, F Zhang, Z Li, X Liu, D Zheng, S Zhang, S Fan, X Wu Journal of Neural Engineering 21 (6), 066027, 2024 | | 2024 |
Dropsonde with dandelion-like structure D Zheng, S Zhang, S Wang, D Li US Patent 12,078,774, 2024 | | 2024 |
Wearable fnirs brain imaging system D Zheng, F Zhang, C Hu, S Zhang, NA Rui, S Fan US Patent App. 18/033,553, 2023 | | 2023 |