讲师/Lecturer
研究领域为人工智能与脑科学 , 结合人工智能 , 信号处理等方法进行脑特征挖掘 , 包括情感智能 , 智慧医疗等
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1个人简介
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2Contact Me
王海玲 上海工程技术大学 电子电气工程学院 讲师
基本信息
E-mail:wanghailing@sues.edu.cn 微信:18210751139 研究方向:神经生理信号处理与分析 学历 :博士研究生
教育背景
2015.09-2020.01 北京师范大学 计算机应用技术专业 博士研究生
研究概况
研究领域为人工智能与脑科学,结合人工智能、机器学习、信号处理与分析等方法,基于神经生理信号进行大脑特征挖掘方法研究,致力于运用信息学科的基本理论和方法,与认知神经科学相结合,揭示人类高级认知功能的脑神经机制。研究方向包括情感智能、智慧医疗、脑机接口等。目前主持国家自然科学基金1项,参与国家自然科学基金项目2项。
发表论文
1. Hailing Wang et al., A new fMRI informed mixed-norm constrained algorithm for EEG source localization. IEEE Access. 2018, 6: 8258 - 8269. (SCI, IF: 4.098,JCR 1区)
2. Hailing Wang et al., Exploring directed functional connectivity based on electroencephalography source signals using a global cortex factor-based multivariate autoregressive model. Journal of Neuroscience Methods. 2019, 318: 6-16. (SCI, IF:2.785,JCR 2区)
3. Hailing Wang et al., Identifying directed functional connectivity network for emotion recognition from high-density EEG. IEEE Transactions on Affective Computing. 2020 (Accepted, SCI, IF: 7.512, JCR 1区)
4. Xiaotong Wen, Hailing Wang et al., Dynamic top-down configuration by the core control system during working memory, Neuroscience, 2018, 391(1):13-24. (SCI, IF: 3.382,JCR 2区)
5. Yufei Gao, Yameng Zhang, Hailing Wang et al., Decoding Behavior Tasks from Brain Activity using Deep Transfer Learning, IEEE Access, 2019, 7: 43222-43232. (SCI, IF: 4.098,JCR 1区)
6. Ziyu Li, Xia Wu*, Xueyuan Xu, Hailing Wang et al., The Recognition of Multiple Anxiety Levels Based on Electroencephalograph. IEEE Transactions on Affective Computing, 2019 (Accepted, SCI, IF: 7.512, JCR1区)
7. Xia Wu, Xueyuan Xu, Jianhong Liu, Hailing Wang et al., Supervised feature selection with orthogonal regression and feature weighting. IEEE Transactions on Neural Networks and Learning Systems. (Accepted, SCI, IF: 8.793, JCR 1区)
8. Ziyu Li, Hailing Wang et al., Working Memory Training Using EEG Neurofeedback Based on Theta Coherence of Brain Regions. 2019 7th International Winter Conference on Brain-Computer Interface (BCI), IEEE, 2019, 1-6. (EI)
9. Hailing Wang et al., An fMRI informed EEG source localization method based on space-time-frequency structured constraints, Organization of Human Brain Mapping 2017.
10. Tiantong Zhou, Hailing Wang et al. A Study of Neural Mechanism in Emotion Regulation by Simultaneous Recording of EEG and fMRI Based on ICA, 2013 10th International Symposium on Neural Networks, China, Dalian: ISNN2013. (EI)
11. Cheng Liu, Hailing Wang et al. EEG Feature Extraction and Pattern Recognition During Right and Left Hands Motor Imagery in Brain-Computer Interface. China, Chongqing: BMEI2012, EEE 2012, 363-367. (EI)