研究方向

（1）脑电信号多维度特征算法研究

（2）基于事件相关电位的美学认知

（3）机器学习/深度学习

（4）ERPLAB工具箱开发

（5）ERP_ERO工具箱开发

教育经历

（1）2019.3 – 2021.8， 博士， 信息技术， 芬兰于韦斯屈莱大学，信息与技术学院

导师：丛丰裕教授，Timo Tiihonen教授（http://users.jyu.fi/~tiihonen/）

（2）2015.9 – 2018.6， 硕士， 生物医学工程， 大连理工大学，生物医学工程学院

导师：丛丰裕教授 （http://faculty.dlut.edu.cn/congfengyu/zh_CN/index.htm）

（3）2011.9 – 2015.6， 学士， 通信工程， 大连工业大学，信息科学与工程学院

工作经历

（1）2024.09 -至今，助理副教授，辽宁师范大学，脑与认知神经科学研究中心

（2）2021.9 – 2024.08， 博士后， 美国加州大学戴维斯分校，Center for Mind and Brain

导师：Steven Luck教授 （https://mindbrain.ucdavis.edu/people/steve-luck）

期刊论文

（1)Guanghui Zhang, Carlos D. Carrasco, Kurt Winsler, Brett Bahle, Fengyu Cong, and Steven J. Luck. (2024). Assessing the effectiveness of spatial PCA on SVM-based decoding of EEG data. NeuroImage. DOI:10.1016/j.neuroimage.2024.120625. (IF:5.7, JCR:1区)

（2)Guanghui Zhang, David R. Garrett, Steven Luck(2024). Optimal Filters for ERP Research II: Recommended Settings for Seven Common ERP Components. Psychophysiology , e 14530.DOI:10.1111/psyp.14530. (IF: 3.7, JCR: 2区)

（3)Guanghui Zhang, David R. Garrett, Steven Luck (2024). Optimal Filters for ERP Research I: A General Approach for Selecting Filter Settings. Psychophysiology , e 14531.DOI:10.1111/psyp.14531. (IF: 3.7, JCR: 2区)

（4)Guanghui Zhang, David R. Garrett, Aaron M. Simmons, John E. Kiat, and Steven J. Luck (2024). Evaluating the Effectiveness of Artifact Correction and Rejection in Event-related Potential Research. Psychophysiology, e14511. DOI：10.1111/psyp.14511. (IF: 3.7, JCR: 2区)

（5)Guanghui Zhang& Steven J. Luck (2023). Variations in ERP Data Quality Across Paradigms, Participants, and Scoring Procedures. Psychophysiology, DOI:10.1111/psyp.14264. (IF: 3.7, JCR: 2区)

（6)Guanghui Zhang, Xueyan Li, Yingzhi Lu, Timo Tiihonen, Zheng Chang, and Fengyu Cong (2022). Single-trial-based Temporal Principal Component Analysis on Extracting Event-related Potentials of Interest for an Individual Subject. Journal of Neuroscience Methods, 109768. DOI:10.1016/j.jneumeth.2022.109768. (IF: 2.9, JCR: 3区)

（7)Guanghui Zhang, Chi Zhang, Shuo Cao, Xue Xia, Xin Tan, Lichengxi Si, Chenxin Wang, Xiaochun Wang, Chenglin Zhou, Tapani Ristaniemi, and Fengyu Cong (2020). Multi-domain Features of the Non-phase-locked Component of Interest Extracted from ERP Data by Tensor Decomposition. Brain Topography, 33(1), 37-47. DOI:10.1007/s10548-019-00750-8(IF: 3.02, JCR: 3区)

（8)Guanghui Zhang, Xueyan Li, and Fengyu Cong (2020) Objective Extraction of Evoked Event-Related Oscillation from Time-Frequency Representation of Event-Related Potentials, Neural Plasticity, vol. 2020, Article ID 8841354, 20 pages. DOI:10.1155/2020/8841354(IF: 3.60, JCR: 3区)

（9)Liting Song,Guanghui Zhang*（通讯）, Xiaoshuang Wang, Lan Ma, Johanna Silvennoinen & Fengyu Cong (2024). Does artistic training affect color perception? A study of ERPs and EROs in experiencing colors of different brightness. Biological Psychology. DOI:10.1016/j.biopsycho.2024.108787. (IF: 2.6, JCR: 3区)

（10)Xiaoshuang Wang,Guanghui Zhang, Ying Wang, Lin Yang, Zhanhua Liang, and Fengyu Cong. (2022). One-Dimensional Convolutional Neural Networks Combined with Channel Selection Strategy for Seizure Prediction Using Long-Term Intracranial EEG. International Journal of Neural Systems, 32(02), 2150048. DOI:10.1142/S0129065721500489. (IF: 8.0, JCR: 1区)

（11)Yingying Wang, Qingchun Ji, Rao Fu,Guanghui Zhang, Yingzhi Lu, and Chenglin Zhou(2021). Hand‐related action words impair action anticipation in expert table tennis players: Behavioral and neural evidence. Psychophysiology, e13942. DOI:10.1111/psyp.13942. (IF: 4.35, JCR: 2区)

（12)XueyanLi, JiayiSun, HuiliWang, QianruXu,GuanghuiZhang, and XiaoshuangWang. (2022). Dynamic impact of intelligence on verbal-humor processing: Evidence from ERPs and EROs. Journal of Neurolinguistics, 62, 101057. DOI:10.1016/j.jneuroling.2022.101057. (IF: 2.0, JCR: 2区; SSCI)

（13)Xiawen Li, Yu Zhou,Guanghui Zhang, Yingzhi Lu, Chenglin Zhou, and Hongbiao Wang. (2022). Behavioral and Brain Reactivity Associated With Drug-Related and Non-Drug-Related Emotional Stimuli in Methamphetamine Addicts. Frontiers in Human Neuroscience, 16. DOI:10.3389/fnhum.2022.894911. (IF: 2.9, JCR: 2区)

（14)Jiaxin Yu, Yan Wang, Jianling Yu,Guanghui Zhang, and Fengyu Cong (2020). Nudge for justice: An ERP investigation of default effects on trade-offs between equity and efficiency. Neuropsychologia. DOI:10.1016/j.neuropsychologia.2020.107663. (IF: 3.14, JCR: 2区)

（15)Shuo Cao, Yanzhang Wang, Huili Wang, Hongjun Chen,Guanghui Zhang, and Kritikos Ada (2020). A Facilitatory Effect of Perceptual Incongruity on Target-Source Matching in Pictorial Metaphors of Chinese Advertising: EEG Evidence. Advances in Cognitive Psychology, 16(1), 1. DOI:10.5709/acp-0279-z. (IF: 0.6, JCR: 4区)

（16)Jiacheng Chen,Yanan Li,Guanghui Zhang, Xinhong Jin,Yingzhi Lua, and Chenglin Zhou (2019). Enhanced inhibitory control during re-engagement processing in badminton athletes: An event-related potential study. Journal of Sport and Health Science, 8(6), 585-594. DOI:10.1016/j.jshs.2019.05.005. (IF: 5.20, JCR: 1区)

（17)Xiawen Li,Guanghui Zhang, Chenglin Zhou, and Xiaochun Wang. (2019). Negative emotional state slows down movement speed: behavioral and neural evidence. PeerJ, 7, e7591. DOI:10.7717/peerj.7591. (IF: 1.5, JCR: 2区)

（18)XueYan Li, HuiLi Wang, Pertti Saariluoma,GuangHui Zhang, YongJie Zhu, Chi Zhang，YuCong Feng，and Tapani Ristaniemi (2019). Processing Mechanism of Chinese Verbal Jokes: Evidence from ERP and Neural Oscillations. Journal of Electronic Science and Technology, 17(3), 260-277. DOI:10.11989/JEST.1674-862X.80520017.

（19)Xue Xia,Guanghui Zhang, and Xiaochun Wang. Anger weakens behavioral inhibition selectively in contact athletes. Frontiers in Human Neuroscience 12 (2018): 463. DOI:10.3389/fnhum.2018.00463. (IF: 2.87, JCR: 3区)

（20)Reza Mahini,Guanghui Zhang, Tiina Parviainen, Rainer Düsing, Asoke K. Nandi, Fengyu Cong & Timo Hämäläinen (2024). Brain Evoked Response Qualification Using Multi-set Consensus Clustering: Toward Single-trial EEG Analysis. Brain Topography, 1-23. DOI:10.1007/s10548-024-01074-y.（IF：2.3，JCR：3区）

会议论文

（1)Guanghui Zhang, Lili Tian, Huaming Chen, Peng Li, Tapani Ristaniemi, Huili Wang, Hong Li, Hongjun Chen, and Fengyu Cong (2018). Effect of parametric variation of center frequency and bandwidth of morlet wavelet transform on time-frequency analysis of event-related potentials. In Chinese intelligent systems conference (pp. 693-702). Springer, Singapore. DOI:10.1007/978-981-10-6496-8_63. (EI检索)

项目及资助

（1)2019.3 – 2021.8国家留学基金委，1350欧元/月，学号：201806060165

（2)言语幽默消减负性情绪的认知神经机制及智能路径研究(21BYY02), 2021年6月-2024年6月, 20万， 参与

招生要求及联系方式

热烈欢迎对脑电信号处理分析及认知科学等研究方向感兴趣，具有吃苦耐劳的精神、端正的态度的工科、心理学或相关背景的学生加入。

联系方式：zhang.guanghui@foxmail.com

其他信息链接

（1）个人网址：https://zhangg.net/

（2）谷歌学术：https://scholar.google.com/citations?user=8TyxE5gAAAAJ&hl=en

（3）ResearchGate:https://www.researchgate.net/profile/Guanghui-Zhang-19

其他

（1）期刊审稿人：《Nature Communications》、《Psychophysiology》、《Behavior Research Methods》、《Cortex》等。