| 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 | 70 | 2021 |
| Epileptic Seizure Detection by Cascading Isolation Forest-based Anomaly Screening and EasyEnsemble Y Guo, X Jiang, L Tao, L Meng, C Dai, X Long, F Wan, Y Zhang, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022 | 61 | 2022 |
| 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 | 60 | 2020 |
| 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 | 47 | 2021 |
| 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 | 41 | 2022 |
| 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 | 41 | 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 | 35 | 2021 |
| 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 | 24 | 2022 |
| Surface EMG feature disentanglement for robust pattern recognition J Fan, X Jiang, X Liu, L Meng, F Jia, C Dai Expert Systems with Applications 237, 121224, 2024 | 19 | 2024 |
| 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 | 18 | 2022 |
| Changes in synchronization of the motor unit in muscle fatigue condition during the dynamic and isometric contraction in the Biceps Brachii muscle X Liu, M Zhou, Y Geng, L Meng, H Wan, H Ren, X Zhang, C Dai, W Chen, ... Neuroscience Letters 761, 136101, 2021 | 14 | 2021 |
| Optimization of inter-subject sEMG-based hand gesture recognition tasks using unsupervised domain adaptation techniques Z Wang, H Wan, L Meng, Z Zeng, M Akay, C Chen, W Chen Biomedical Signal Processing and Control 92, 106086, 2024 | 10 | 2024 |
| Optimizing the cross-day performance of electromyogram biometric decoder X Jiang, L Meng, X Liu, J Fan, X Ye, C Dai, W Chen IEEE Internet of Things Journal 10 (5), 4388-4402, 2022 | 10 | 2022 |
| Real-time and cost-effective smart mat system based on frequency channel selection for sleep posture recognition in IoMT H Diao, C Chen, X Liu, W Yuan, A Amara, T Tamura, B Lo, J Fan, L Meng, ... IEEE Internet of Things Journal 9 (21), 21421-21431, 2022 | 10 | 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 |
| Unsupervised neural decoding for concurrent and continuous multi-finger force prediction L Meng, X Hu Computers in Biology and Medicine 173, 108384, 2024 | 6 | 2024 |
| sEMG-based inter-session hand gesture recognition via domain adaptation with locality preserving and maximum margin Y Guo, J Liu, Y Wu, X Jiang, Y Wang, L Meng, X Liu, F Shu, C Dai, ... International Journal of Neural Systems 34 (03), 2450010, 2024 | 6 | 2024 |
| Unsupervised transfer learning approach with adaptive reweighting and resampling strategy for inter-subject EOG-based gaze angle estimation Z Zeng, L Tao, R Su, Y Zhu, L Meng, A Tuheti, H Huang, F Shu, W Chen, ... IEEE Journal of Biomedical and Health Informatics 28 (1), 157-168, 2023 | 6 | 2023 |
| A robust gaze estimation approach via exploring relevant electrooculogram features and optimal electrodes placements Z Zeng, L Tao, H Zhu, Y Zhu, L Meng, J Fan, C Chen, W Chen IEEE Journal of Translational Engineering in Health and Medicine 12, 56-65, 2023 | 6 | 2023 |
| fNIRS-based dynamic functional connectivity reveals the innate musical sensing brain networks in preterm infants H Ren, X Jiang, L Meng, C Lu, L Wang, C Dai, W Chen IEEE Transactions on Neural Systems and Rehabilitation Engineering 30, 1806-1816, 2022 | 6 | 2022 |