柯余峰-天津大学医学院

副教授

柯余峰

职称：英才副教授（特聘研究员）、正高级工程师

办公室：医工院院办公楼105室

邮箱：Clarenceke@tju.edu.cn

个人简介：

柯余峰，天津大学医学工程与转化医学研究院英才副教授（特聘研究员）、正高级工程师、硕士生导师、博士生导师，入选2019年天津市创新人才推进计划青年科技优秀人才。研究方向包括脑机接口、前沿神经调控技术及其在神经认知调控中的应用，特别是面向特种人群的脑机交互、脑认知功能监测与增强等方面的研究。在IEEE JBHI、ESWA、IEEE TBME、IEEE TNSRE、JNE、npj Science of Learning、Human Brain Mapping等生物医学工程和脑认知领域Top期刊、顶级国际会议发表高水平学术论文四十余篇。作为项目负责人主持的项目包括国家自然科学基金项目、国家重点研发计划课题、天津市科技计划项目、科技创新项目、航天医学实验项目、国重实验室课题以及企业委托课题等十余项，并参与多项国家级、省部级科研项目。Frontiers in Neuroergonomics期刊Associate Editor，Sensors期刊Guest editor，教育部学位与研究生教育发展中心全国研究生教育评估监测专家库专家，国家基金评审专家，长期担任IEEE JBHI、ESWA、IEEE TNSRE、JNE、BSPC等期刊审稿人。

主要研究方向：

脑机接口、前沿神经调控技术及其在神经认知调控中的应用。

欢迎有志于脑机接口、脑认知调控、脑电信号分析算法及应用等方向的报考硕士、博士研究生。

主讲课程：

C语言程序设计、可视化程序设计、神经科学与工程

代表性学术成果：

期刊论文（近五年）：

[1] Yuheng Han, Yufeng Ke, and Dong Ming. (2026) Calibration-Efficient Dual-Frequency SSVEP-BCI for Head-Mounted AR-Based UAV Control. IEEE Journal of Biomedical and Health Informatics. DOI: 10.1109/JBHI.2026.3734494. (已接收)

[2] Zhang, Y., Ke, Y., Liu, S., Wang, Y., Jia, L., Sun, X., ... & Zhang, X. D. (2026). A Stretchable, Sensitive, and Stable Cluster‐Hydrogel Electrode for Long‐Term Clinical Surveillance of Parkinson's Disease. Advanced Functional Materials, 36(42), e25976. (SCI一区TOP)

[3] Ke, Y., Wang, Z., Liu, S., & Ming, D. (2026). A High-speed 120-target SSVEP-BCI Employing Dual-Frequency and Phase Modulation with Minimal Calibration. IEEE Journal of Biomedical and Health Informatics. 30(6): 4961 - 4973. (封面论文) (SCI一区TOP)

[4] Shen, S., Ke, Y., & Ming, D. (2026). Enhancing SSVEP recognition for short data via time series forecasting. Expert Systems with Applications, 303, 130640. (SCI一区TOP)

[5] Ke, Y., Chen, X., Xu, W., Wang, T., Shen, S., & Ming, D. (2025). High-Frequency SSVEP-BCI with Row-Column Dual-Frequency Encoding and Decoding Strategy for Reduced Training Data, IEEE Journal of Biomedical and Health Informatics, 2025：29(3), 1897 – 1908. (SCI一区TOP)

[6] Wang, T., Ke, Y. (共一、共通讯), Huang, Y., He, F., Zhong, W., Liu, S., & Ming, D. (2024). Using Semi-supervised Domain Adaptation to Enhance EEG-Based Cross-Task Mental Workload Classification Performance. IEEE Journal of Biomedical and Health Informatics. 28(12), 7032 – 7039. (SCI一区TOP)

[7] Huang, Y., Ke, Y., Li, J., Liu, S., & Ming, D. (2025). Frontal Theta Modulation in Sequential Working Memory: the Impact of Spatial Regularity and Scenario. Brain Topography, 38(6), 1-18.

[8] Ke, Y., Han, Y., Liu, P., & Ming, D. (2025). Dataset of binocularly coded steady-state visual evoked potentials recorded with an augmented reality headset. Scientific Data, 12(1), 1338.

[9] Dong, L., Ke, Y., Zhu, X., Liu, S., & Ming, D. (2025). Long-term cognitive and neurophysiological effects of mental rotation training. npj Science of Learning, 10(1), 16.

[10] Chen, J., Ke, Y., Ni, G., Liu, S., & Ming, D. (2025). Tonic and Event-Related Phasic Transcutaneous Auricular Vagus Nerve Stimulation Alters Pupil Responses in the Change-Detection Task. Neuromodulation: Technology at the Neural Interface. 2025, 28(4), 652-662.

[11] Xu, W., Ke, Y. (通讯), & Ming, D. (2024). Improving the Performance of Individually Calibrated SSVEP Classification by Rhythmic Entrainment Source Separation. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 32, 4284-4293.

[12] Han, Y., Ke, Y. (通讯), Wang, R., Wang, T., & Ming, D. (2024). Enhancing SSVEP-BCI Performance under Fatigue State Using Dynamic Stopping Strategy. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 32, 1407 – 1415.

[13] Du, J., Ke, Y. (共一、共通讯), Liu, S., Chen, S., & Ming, D. (2024). Enhancing cross-subject transfer performance for SSVEP identification using small data-based transferability evaluation. Biomedical Signal Processing and Control, 94, 106282.

[14] Yufeng Ke, Shuang Liu, Long Chen, Xiashuang Wang & Dong Ming. (2023). Lasting enhancements in neural efficiency by multi-session transcranial direct current stimulation during working memory training. npj Science of Learning, 8(1), 48. (SCI一区TOP)

[15] Chen, J., Ke, Y. (共一、共通讯), Ni, G., Liu, S., & Ming, D. (2024). Evidence for modulation of EEG microstates by mental workload levels and task types. Human Brain Mapping, 45(1), e26552. (SCI二区TOP)

[16] Y Ke, Y., Liu, S., & Ming, D. (2023). Enhancing ssvep identification with less individual calibration data using periodically repeated component analysis. IEEE Transactions on Biomedical Engineering. 71(1), 1319 – 1331.

[17] Ke, Y., Wang, T., He, F., Liu, S., & Ming, D. (2023). Enhancing EEG-based cross-day mental workload classification using periodic component of power spectrum. Journal of Neural Engineering, 20(6), 066028.

[18] Yufeng Ke, Jiale Du, Shuang Liu, and Dong Ming. (2023). Enhancing Detection of Control State for High-Speed Asynchronous SSVEP-BCIs Using Frequency-Specific Framework, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31, 1405-1417.

[19] Zhang, B., Liu, S., Chen, S., Yan, F., Ke, Y.(共通讯), Chen, L., ... & Wei, X. (2022). Common and unique neural activities in subclinical depression and major depressive disorder indicate the development of brain impairments in different depressive stages. Journal of Affective Disorders, 317, 278-286.

科研项目：

在研项目：

1. 2027-2030，国家自然科学基金面上项目，项目负责人。

2. 2025-2027，天津市科技计划项目，项目负责人。

3. 2023-2026，国家自然科学基金面上项目，项目负责人。

已完成项目：

1. 2022-2024，基于生理信号的跨个体脑疲劳监测技术，纵向课题，项目负责人。

2. 2021-2024，高性能神经电生理编解码关键技术，国家重点研发计划课题，项目负责人。

3. 2020-2022，脑力负荷实时监测技术研究，纵向课题，项目负责人。

4. 2020-2022，快速异步脑-机接口技术研究，纵向课题，项目负责人。

5. 2020-2022，增强现实脑机接口技术研究，纵向课题，项目负责人。

6. 2020-2021，基于经颅电刺激的认知增强技术研究，纵向课题，项目负责人。