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最新菠菜网正规平台研究生导师介绍-宋雨

姓名

宋雨

学历学位

博士研究生

性别

导师类型

博士生导师

职称

教授

所属学院

最新菠菜网正规平台

Email

jasonsongrain@hotmail.com; sy@email.tjut.edu.cn

学术兼职


招生专业

081100控制科学与工程;085400电子信息(控制工程)

0808电气工程(博);080800电气工程

研究方向

情感计算;脑机接口控制;医疗机器人

代表性学术成果:

科研项目:

1. 基于脑电XXX”,中央军委装备发展部慧眼行动2022-012023-12,主持。

2. 基于磁流变液力/触觉反馈的遥操作血管介入手术机器人系统稳定性和透明性研究,国家自然基金青年项目,2022-012024-12,主持。

3. 认知脑电及经颅电刺激调控开放课题,博睿康科技,2022-072024-07,主持。

4. 英才培养计划C”,最新菠菜网正规平台,2023-042027-04,主持。


科研论文:

1. Zekun   Tian, Dahua Li, Yi Yang, Fazheng Hou, Zhiyi Yang, Yu Song*, and Qiang   Gao*. A Novel Domain Adversarial Networks based on 3D-LSTM and Local Domain   Discriminator for Hearing-impaired Emotion Recognition, IEEE Journal of   Biomedical and Health Informatics, vol. 27, no. 1, pp. 363-373 ,2023. (一区)

2. Dahua   Li, Jiayin Liu, Yi Yang, Fazheng Hou, Haotian Song, Yu Song*, Qiang   Gao* and Zemin Mao, Emotion Recognition of Hearing-impaired Subjects Based on   Fusion of Facial Expression and EEG Topographic Map, IEEE Transactions on   Neural Systems and Rehabilitation Engineering, vol. 31, pp. 437-445, 2023. (二区)

3. Zhongli   Bai, Junjie Liu, Fazheng Hou, Yirui Chen, Meiyi Cheng, Zemin Mao, Yu Song*,   and Qiang Gao*, Emotion recognition with residual network driven by   spatial-frequency characteristics of EEG recorded from hearing-impaired   adults in response to video clips. Computers in Biology and Medicine, vol.   152, 2023. (二区)

4. Fazheng   Hou, Junjie Liu, Zhongli Bai, Zhiyi Yang, Jiayin Liu, Qiang Gao, Yu Song*,   EEG-Based Emotion Recognition for Hearing Impaired and Normal Individuals   With Residual Feature Pyramids Network Based on Time–Frequency–Spatial   Features, in IEEE Transactions on Instrumentation and Measurement, vol. 72,   pp. 1-11, 2023. (二区)

5. J.   Wang, Y. Song*, Z. Mao, J. Liu and Q. Gao, "EEG-Based Emotion   Identification Using 1-D Deep Residual Shrinkage Network With Microstate   Features," in IEEE Sensors Journal, vol. 23, no. 5, pp. 5165-5174, 2023.   (二区)

6. Y.   Yang, Q. Gao, Y. Song*, X. Song, Z. Mao and J. Liu,   "Investigating of Deaf Emotion Cognition Pattern By EEG and Facial   Expression Combination," in IEEE Journal of Biomedical and Health   Informatics, vol. 26, no. 2, pp. 589-599, Feb. 2022. (一区)

7. Fazheng   Hou, Qiang Gao, Yu Song*, Zhe Wang, Zhongli Bai, Yi Yang, and Zekun   Tian, Deep Feature Pyramid Network for EEG Emotion Recognition, Measurement,   vol. 201, p. 111724, Sep. 2022. (二区)

8. Dahua   Li, Zhiyi Yang, Fazheng Hou, Qiaoju Kang, Shuang Liu, Yu Song*, Qiang   Gao, Enzeng Dong, EEG-Based Emotion Recognition With Haptic Vibration by a   Feature Fusion Method, IEEE Transactions on Instrumentation and Measurement,   vol. 71, pp. 1-11, 2022. (二区)

9. Qiang   Gao, Yi Yang, Qiaoju Kang, Zekun Tian, Yu Song*, EEG-based Emotion   Recognition with Feature Fusion Networks, International Journal of Machine   Learning and Cybernetics, vol. 13, pp. 421-429, 2022.

10. Kang Q, Gao Q, Song Y*, et al.   Emotion Recognition From EEG Signals of Hearing-Impaired People Using   Stacking Ensemble Learning Framework Based on a Novel Brain Network. in IEEE   Sensors Journal, vol. 21, no. 20, pp. 23245-23255, 2021. (二区)

11. Yi Yang, Qiang Gao, Xioalin Song, Yu   Song*, Ze Mao, Junjie Liu, Facial expression and EEG fusion for   investigating continuous emotions of deaf subjects, IEEE Sensors Journal,   vol. 21, no. 15, pp. 16894-16903, 2021. (二区)

12. Zekun Tian, Dahua Li, Yu Song*, Qiang   Gao, Qiaoju Kang, Yi Yang, EEG-Based Emotion Recognition of Deaf Subjects by   Integrated Genetic Firefly Algorithm, IEEE Transactions on Instrumentation   and Measurement, vol. 70, pp. 1-11, 2021. (二区)

13. Q. Gao, C. H. Wang, Z. Wang, X. L. Song,   and Y. Song*, EEG based emotion recognition using fusion feature   extraction method, Multimedia Tools & Applications, vol.79, no.37-38.   2020.

14. Shuxiang Guo, Yu Song*, Xuanchun   Yin, Linshuai Zhang, Takashi Tamiya, Hideyuki Hirata, Hidenori Ishihara, A Novel   Robot-Assisted Endovascular Catheterization System With Haptic Force   Feedback, in IEEE Transactions on Robotics, vol. 35, no. 3, pp. 685-696, June   2019. (一区)

15. Yu Song, Shuxiang Guo, Xuanchun Yin, Linshuai Zhang, Hideyuki   Hirata, Hidenori Ishihara, Takashi Tamiya, Performance evaluation of a   robot-assisted catheter operating system with haptic feedback, Biomedical   Microdevices, 20:50,2018.

授权专利:

1. 一种超声波激励电路 ZL202111072289.4,第一发明人。

2. 一种基于脑电信号的情感识别方法及系统 202210219722.0(已授权),第一发明人。

3.“一种带触觉反馈的血管介入手术机器人主端装置”,202210031378.2(已授权),第一发明人。