张建海 教授 硕士生导师
计算机科学与技术
认知计算，脑-机接口，机器学习

jhzhang@hdu.edu.cn
杭州电子科技大学下沙校区1教405
+86-


教师简介
发表论文
获得奖项
张建海，男，博士，教授，硕士生导师。IEEE会员，中国计算机学会会员，中国人工智能学会认知系统与信息处理专业委员会委员。现任计算机学院认知与智能计算研究所副所长，浙江省脑机协同智能重点实验室副主任，浙江省计算机应用与教育学会秘书长。
主要研究领域包括脑机协同、人工智能、信号处理、脑-机接口等。作为课题负责人承担国家自然科学基金项目2项，浙江省重点研发计划国际合作项目1项，浙江省自然科学基金项目1项，作为杭电课题负责人参与国基金重点项目一项，作为主要参与人参加国家重点研发、国基金面上项目、军委科技委专项、省重大科技专项等科研项目十余项。获得浙江省科技进步奖、中国电子学会科学技术发明奖、吴文俊人工智能科学技术发明奖等省部级奖励三项，发表论文60余篇，获得专利和软著二十余项。近年来开展了在医疗康复、儿童教育、脑控交互等领域的应用技术开发和转化，相关成果被中国日报网，网易军事新闻及浙江新闻网等多家媒体报道。?
E-mail:jhzhang@hdu.edu.cn
? 办公室：1教405

1. Gaochao Cui, Lihua Gui, Qibin Zhao, Jianhai Zhang*, Jianting Cao, Multidimensional clinical data denoising via Bayesian CP factorization, Science China: Technological Science，2020. SCI
2. Hui Zhang, Qun Li, Yingchun Shang, Xi Xiao, Xinxin Xu, Jianhai Zhang*, Tao Zhang*, E?ect of prenatal stress on neural oscillations in developing hippocampal formation, Progress in Neuropsychopharmacology&Biological Psychiatry, 89:456-464,2019. SCI
3. Yingchun Shang, Xin Wang, Fangjuan Li, Tao Yin, Jianhai Zhang*，Tao Zhang，rTMS Ameliorates Prenatal Stress–Induced Cognitive Deficits in Male-Offspring Rats Associated With BDNF/TrkB Signaling Pathway，Neurorehabilitation and Neural Repair, 33(4):271-283, 2019. SCI
4. Li Zhu, Gaochao Cui, Jianting Cao, Andrzej Cichocki, Jianhai Zhang*, Changle Zhou*, A Hybrid System for Distinguishing between Brain Death and Coma Using Diverse EEG Features, Sensors, 1342(19), 2019. SCI
5. Ming Hou#; Jiajia Tang#; Jianhai Zhang; Wanzeng Kong; Qibin Zhao*; Deep multimodal multilinear fusion with high-order polynomial pooling [C], Advances in Neural Information Processing Systems (NIPS), pages 12113-12122, 2019.Deep multimodal multilinear fusion with high-order polynomial pooling [C], Advances in Neural Information Processing Systems (NIPS)
6. Yong Peng, Rixin Tang, Wanzeng Kong, Jianhai Zhang, Feiping Nie, Andrzej Cichocki, Joint Structured Graph Learning and Clustering Based on Concept Factorization, ICASSP 2019, 3162-3166, 2019. CCF B类会议
7. Jianhai Zhang*, Shaokai Zhao, Guodong Yang, Jiajia Tang, Tao Zhang, Yong Peng, Wanzeng Kong, Emotional-state brain network analysis revealed by minimum spanning tree using EEG signals, BIBM 2018, 1045-1048, 2018. CCF B类会议
8. Jianhai Zhang, Na Zhang, Jiajia Tang, Jianting Cao, Wanzeng Kong, Yong Peng, A new method for brain death diagnosis based on phase synchronization analysis with EEG, BIBM 2018, 1135-1138, 2018. CCF B类会议
9. Jianhai Zhang, Wen hao Huang, Shaokai Zhao, Yanyang Li, Sanqing Hu, Recognition of Voluntary Blink and Bite based on Single Forehead EMG, 24th International Conforence on Neural Information Processing (ICONIP 2017)， Guangzhou China，LNSC 10635, PP.759-766, 2017. CCF C类会议
10. Jianhai Zhang, Shaokai Zhao, Wenhao Huang and Sanqing Hu, Brain Effective Connectivity Analysis from EEG for Positive and Negative Emotion, 24th International Conforence on Neural Information Processing (ICONIP 2017)， Guangzhou China，LNSC 10637, PP.851-857, 2017. CCF C类会议
11. Hui Su, Sanqing Hu, Bocheng Wang, Jianhai Zhang* and Lan Jiang, Causality Analysis between Soil of Different Depth Moisture and Precipitation in the United States, 24th International Conforence on Neural Information Processing (ICONIP 2017)， Guangzhou China, LNSC 10638, PP.574-580, 2017. CCF C类会议
12. Tong Cao, Sanqing Hu, Bocheng Wang and Jianhai Zhang*, Dow Jones Index is Driven periodically by the Unemployment Rate during Economic Crisis and Non-economic Crisis Periods, 24th International Conforence on Neural Information Processing (ICONIP 2017)， Guangzhou China, LNSC 10638, PP.610-617, 2017. CCF C类会议
13. Sanqing Hu, Hui Wang, Jianhai Zhang*, Wanzeng Kong, Comparison Analysis: Granger Causality and New Causality and Their Applications to Motor Imagery, IEEE Transactions on Neural Networks and Learning System, 27(7), 2016, 1429-1444. SCI TOP
14. Sanqing Hu, Xinxin Jia, Jianhai Zhang*, Wanzeng Kong, Shortcomings/Limitations of Blockwise Granger Causality and Advances of Blockwise New Causality, IEEE Transactions on Neural Networks and Learning System, 27(12), 2016, 2588-2601. SCI TOP
15. Jianhai Zhang, Ming Chen, Shaokai Zhao, Sanqing Hu*, ReliefF-Based EEG Sensor Selection Methods for Emotion Recognition, Sensors, 1558(16), 2016. SCI
16. Jianhai Zhang, Ming Chen, Sanqing Hu, Yu Cao, PNN for EEG-based emotion recognition, 2016 IEEE International Conference on Systems, Man, and Cybernetics, Budapest, Hungary, October 12, 2016.
17. S.Hu, J.Chi, J.Zhang, W.Kong, Y.Cao, and B.He, “Increase trend of correlation and phase synchrony of microwire iEEG before macroseizureonset,” Cognitive Neurodynamics, 2014，8(12):111-126. SCI

[1] 2018，“吴文君人工智能科学技术发明奖”三等奖。
[2] 2018，中国电子学会科学技术发明奖”三等奖。
[3] 2018，浙江省科技进步奖三等奖。