| A hierarchical neural network for sleep stage classification based on comprehensive feature learning and multi-flow sequence learning C Sun, C Chen, W Li, J Fan, W Chen IEEE journal of biomedical and health informatics 24 (5), 1351-1366, 2019 | 79 | 2019 |
| A two-stage neural network for sleep stage classification based on feature learning, sequence learning, and data augmentation C Sun, J Fan, C Chen, W Li, W Chen IEEE Access 7, 109386-109397, 2019 | 69 | 2019 |
| Open access dataset, toolbox and benchmark processing results of high-density surface electromyogram recordings X Jiang, X Liu, J Fan, X Ye, C Dai, EA Clancy, M Akay, W Chen IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 1035-1046, 2021 | 59 | 2021 |
| EEG data augmentation: towards class imbalance problem in sleep staging tasks J Fan, C Sun, C Chen, X Jiang, X Liu, X Zhao, L Meng, C Dai, W Chen Journal of Neural Engineering 17 (5), 056017, 2020 | 46 | 2020 |
| EOGNET: a novel deep learning model for sleep stage classification based on single-channel EOG signal J Fan, C Sun, M Long, C Chen, W Chen Frontiers in Neuroscience 15, 573194, 2021 | 45 | 2021 |
| Enhancing IoT security via cancelable HD-sEMG-based biometric authentication password, encoded by gesture X Jiang, X Liu, J Fan, X Ye, C Dai, EA Clancy, D Farina, W Chen IEEE Internet of Things Journal 8 (22), 16535-16547, 2021 | 45 | 2021 |
| Deep residual networks for sleep posture recognition with unobtrusive miniature scale smart mat system H Diao, C Chen, W Yuan, A Amara, T Tamura, J Fan, L Meng, X Liu, ... IEEE Transactions on Biomedical Circuits and Systems 15 (1), 111-121, 2021 | 40 | 2021 |
| Unsupervised domain adaptation by statistics alignment for deep sleep staging networks J Fan, H Zhu, X Jiang, L Meng, C Chen, C Fu, H Yu, C Dai, W Chen IEEE Transactions on Neural Systems and Rehabilitation Engineering 30, 205-216, 2022 | 27 | 2022 |
| Exploration of human activity recognition using a single sensor for stroke survivors and able-bodied people L Meng, A Zhang, C Chen, X Wang, X Jiang, L Tao, J Fan, X Wu, C Dai, ... Sensors 21 (3), 799, 2021 | 26 | 2021 |
| Optimization of HD-sEMG-based cross-day hand gesture classification by optimal feature extraction and data augmentation X Jiang, X Liu, J Fan, X Ye, C Dai, EA Clancy, D Farina, W Chen IEEE Transactions on Human-Machine Systems 52 (6), 1281-1291, 2022 | 24 | 2022 |
| Measuring neuromuscular electrophysiological activities to decode HD-sEMG biometrics for cross-application discrepant personal identification with unknown identities X Jiang, X Liu, J Fan, X Ye, C Dai, EA Clancy, W Chen IEEE Transactions on Instrumentation and Measurement 71, 1-15, 2022 | 22 | 2022 |
| A hierarchical sequential neural network with feature fusion for sleep staging based on EOG and RR signals C Sun, C Chen, J Fan, W Li, Y Zhang, W Chen Journal of Neural Engineering 16 (6), 066020, 2019 | 22 | 2019 |
| User-tailored hand gesture recognition system for wearable prosthesis and armband based on surface electromyogram L Meng, X Jiang, X Liu, J Fan, H Ren, Y Guo, H Diao, Z Wang, C Chen, ... IEEE Transactions on Instrumentation and Measurement 71, 1-16, 2022 | 18 | 2022 |
| Evaluation of decomposition parameters for high-density surface electromyogram using fast independent component analysis algorithm L Meng, Q Chen, X Jiang, X Liu, J Fan, C Dai, W Chen Biomedical Signal Processing and Control 75, 103615, 2022 | 16 | 2022 |
| Cancelable HD-SEMG biometric identification via deep feature learning J Fan, X Jiang, X Liu, X Zhao, X Ye, C Dai, M Akay, W Chen IEEE Journal of Biomedical and Health Informatics 26 (4), 1782-1793, 2021 | 16 | 2021 |
| Automatic upper-limb Brunnstrom recovery stage evaluation via daily activity monitoring L Meng, X Jiang, H Qin, J Fan, Z Zeng, C Chen, A Zhang, C Dai, X Wu, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 30, 2589-2599, 2022 | 11 | 2022 |
| The masking impact of intra-artifacts in EEG on deep learning-based sleep staging systems: A comparative study H Zhu, Y Wu, N Shen, J Fan, L Tao, C Fu, H Yu, F Wan, SH Pun, C Chen, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 30, 1452-1463, 2022 | 11 | 2022 |
| A hybrid expert system for individualized quantification of electrical status epilepticus during sleep using biogeography-based optimization W Zhou, X Zhao, X Wang, Y Zhou, Y Wang, L Meng, J Fan, N Shen, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 30, 1920-1930, 2022 | 8 | 2022 |
| Robust neural decoding for dexterous control of robotic hand kinematics J Fan, L Vargas, DG Kamper, X Hu Computers in Biology and Medicine 162, 107139, 2023 | 6 | 2023 |
| Random channel masks for regularization of least squares-based finger EMG-force modeling to improve cross-day performance X Jiang, X Liu, J Fan, C Dai, EA Clancy, W Chen IEEE Transactions on Neural Systems and Rehabilitation Engineering 30, 2157-2167, 2022 | 6 | 2022 |
Wei ChenThe University of Sydney在 sydney.edu.au 的电子邮件经过验证
