
講師/Lecturer
研究領域為人工智能與腦科學 , 結合人工智能 , 信號處理等方法進行腦特征挖掘 , 包括情感智能 , 智慧醫療等
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1個人簡介
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2Contact Me
王海玲 上海工程技術大學 電子電氣工程學院 講師
基本信息
E-mail:wanghailing@sues.edu.cn 微信:18210751139 研究方向:神經生理信號處理與分析 學歷 :博士研究生
教育背景
2015.09-2020.01 北京師范大學 計算機應用技術專業 博士研究生
研究概況
研究領域為人工智能與腦科學,結合人工智能、機器學習、信號處理與分析等方法,基于神經生理信號進行大腦特征挖掘方法研究,致力于運用信息學科的基本理論和方法,與認知神經科學相結合,揭示人類高級認知功能的腦神經機制。研究方向包括情感智能、智慧醫療、腦機接口等。目前主持國家自然科學基金1項,參與國家自然科學基金項目2項。
發表論文
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區)
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區)
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區)
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區)
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區)
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區)
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區)
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)