科学研究情况
1、承担项目情况
2、发表学术论文情况
[1] Zhang, J.*, Swinnen, L., Chatzichristos, C., Van Paesschen, W., and De Vos, M., “Learning robust representations of tonic-clonic seizures with cyclic Transformer,” IEEE Journal of Biomedical and Health Informatics, vol. 28, no. 6, pp. 3721–3731, 2024. 中科院一区(Top). JCR-Q1.
[2] Zhang, J.*, Liu, Z., Chatzichristos, C., Van Paesschen, W., Michiels, S., Hughes, D., and De Vos, M.,“Select for better learning: Identifying high-quality training data for a multimodal cyclic Transformer,”Journal of Neural Engineering, vol. 22, no. 2, p. 026030, 2025. JCR-Q1. 脑机接口领域权威期刊
[3] Zhang, J.*, Chatzichristos, C., Vandecasteele, K., Swinnen, L., Broux, V., Cleeren, E., Van Paesschen, W., and De Vos, M., “Automatic annotation correction for wearable EEG-based epileptic seizure detection,” Journal of Neural Engineering, vol. 19, no. 1, p. 016038, 2022. JCR-Q1. 脑机接口领域权威期刊
[4] Zhang, J.*, Swinnen, L., Chatzichristos, C., Broux, V., Proost, R., Jansen, K., Mahler, B., Zabler, N., Epitashvilli, N., Dümpelmann, M., and Schulze-Bonhage, A., “Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection,” Physiological Measurement, vol. 45, no. 6, p. 065005, 2024. JCR-Q1.
[5] Bi, L.*, Zhang, J., and Lian, J., “EEG-based adaptive driver-vehicle interface using variational autoencoder and PI-TSVM,” IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 27, no. 10, pp. 2025–2033, 2019. 中科院一区(Top). JCR-Q1.
[6] Wu, J., Zhao, S., Zhang, J., and Wang, R., “A continuous phase-frequency modulation technique and adaptive pump noise cancellation method of continuous-wave signal over mud telemetry channel,” Digital Signal Processing, vol. 117, p. 103147, 2021.
[7] Bhagubai, M.*, Chatzichristos, C., Swinnen, L., Macea, J., Zhang, J., Lagae. L., Jansen, K., Schulze-Bonhage, A., Sales, F., Mahler, B., Weber, Y., Van Paesschen, W., and De Vos,. M, “SeizeIT2: Wearable Dataset Of Patients With Focal Epilepsy”, Scientific Data, 12, 1228, 2025.
[8] Fei, W., Bi, L., Zhang, J.*, Adaptive Brain-Machine Interface of Brain-Controlled Vehicles Using Semi-MIM and TSVM[C]//CCEAI 2021: 5th International Conference on Control Engineering and Artificial Intelligence.2021.DOI:10.1145/3448218.3448231.
[9] Zhang, J., Bi, L.*, Lian, J., and Guan, C., “A single-trial event-related potential estimation based on independent component analysis and Kalman smoother,” in Proc. IEEE/ASME Int. Conf. Advanced Intelligent Mechatronics (AIM), pp. 7–12, Auckland, New Zealand, Jul. 2018.
3、获得授权专利情况
[1] 毕路拯, 张经纬, 连金岭. 基于独立成分分析和卡尔曼平滑的 P300 单次提取技术.
[2] 武加锋, 王瑞和, 张锐, 张经纬, 秦冬黎, 张杰. 钻井液连续波频率连续相位平滑编码调制解调系统及方法.
4、出版学术专著情况
