辽宁师范大学心理与脑科学研究院，硕导，助理副教授。 截至2026年5月在NeuroImage、Psychophysiology等行业内主流期刊发表29篇SCI/SSCI论文，其中累计3篇入选ESI 前1%高引论文。联系方式:zhang.guanghui@foxmail.com
研究方向包含但不限于：
脑电信号多维度特征算法研究、神经美学认知、语义加工、工作记忆、机器学习/深度学习、ERPLAB Studio工具箱开发、ERP_ERO工具箱开发等。
招生方向：
学术型硕士：基础心理学，发展与教育心理学；
专业型硕士：应用心理学
学术兼职：
Nature Communications, Neuroscience and Biobehavioral Reviews, NeuroImage, Psychophysiology, Neural Networks, Behavior Research Methods, Cortex, iScience, Alpha Psychiatry, Social Cognitive and Affective Neuroscience,Neuroscience等国际期刊审稿人；Scientific Reports 期刊编委
教育经历：
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/）
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）
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：
2024.09 -至今，助理副教授，辽宁师范大学，心理与脑科学研究院
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 （谷歌学术H指数121，https://mindbrain.ucdavis.edu/people/steve-luck）
期刊论文（第一或通讯作者）：
[16]. Guanghui Zhang*, Xinran Wang, Kurt Winsler & Steven J. Luck (2026). Evaluating the effects of regularization strengths and number of crossfolds on the performance of SVM-based decoding of EEG data. Accepted by Cortex.
[15]. Guanghui Zhang, Xinran Wang, Ying Xin,Fengyu Cong, Weiqi He (Corresponding author) & Wenbo Luo (Corresponding author) (2026). The impact of downsampling on data quality, univariate measurement and multivariate pattern analysis in event-related potential research. NeuroImage. DOI:10.1016/j.neuroimage.2026.121981 (SCI, JCR1, Top, IF:4.5)
[14]. Limin Hou, Guanghui Zhang* (Corresponding author), Xiawen Li, Tiina Parviainen,Fengyu Cong & Tommi Kärkkäinen (2026). Neurocognitive Dynamics of Icon Design: EEG Evidence from Style and Activation Effects on Visual Search Efficiency. International Journal of Human–Computer Interaction, 1–19. DOI:10.1080/10447318.2026.2622574 (SCI, JCR 1, IF: 4.9)
[13] Guanghui Zhang, Ying Xin (2024th-grade master's student), Liting Song, Xinran Wang, Lihong Chen, Weiqi He *(Corresponding author) & Wenbo Luo* (Corresponding author) (2025). Temporal dynamics of perceptual integrity and semantic congruency during color-word processing: An ERP and decoding study. NeuroImage, 121486. DOI: 10.1016/j.neuroimage.2025.121486 (SCI, JCR1, Top, IF:4.5)
[12] Guanghui Zhang & Steven J. Luck. (2025). Assessing the impact of artifact correction and artifact rejection on the performance of SVM and LDA-based decoding of EEG signals. Neuroimage. DOI:10.1016/j.neuroimage.2025.121304 (SCI, JCR1, Top, IF:4.5)
[11] Liting Song, Guanghui Zhang*(Corresponding author), Johanna Silvennoinen & Fengyu Cong (2025). Electroencephalographic (EEG) analysis of hue perception differences between art and non-art majors: insights from the P2 and P3 components. BMC Psychology,13,891. DOI:10.1186/s40359-025-03121-0. (SSCI, JCR1, IF:3.0)
[10] Liting Song,Guanghui Zhang*(Corresponding author), Lan Ma, Johanna Silvennoinen & Fengyu Cong (2025). Comparative analysis of color emotional perception in art and non-art university students: hue, saturation, and brightness effects in the Munsell color system. BMC Psychology , 13(1), 650. DOI:10.1186/s40359-025-03034-y. (SSCI, JCR1, IF:3.0)
[9] 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 (SCI, JCR1, Top, IF:4.5)
[8] Guanghui Zhang, David R. Garrett & Steven J. Luck. (2024). Optimal Filters for ERP Research II: Recommended Settings for Seven Common ERP Components. Psychophysiology. DOI:10.1111/psyp.14530. (SCI, JCR1, 2024 & 2025 ESI highly cited paper, IF:2.8 )
[7] Guanghui Zhang, David R. Garrett & Steven J. Luck. (2024). Optimal Filters for ERP Research I: A General Approach for Selecting Filter Settings. Psychophysiology. DOI:10.1111/psyp.14531. (SCI, JCR1, IF:2.8)
[6] Guanghui Zhang, David R. Garrett, Aaron M. Simmons, John E. Kiat, & Steven J. Luck (2024). Evaluating the Effectiveness of Artifact Correction and Rejection in Event-related Potential Research. Psychophysiology. DOI:10.1111/psyp.14511. (SCI, JCR1, IF:2.8)
[5] Liting Song,Guanghui Zhang*(Corresponding author), 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, 188, 108787. DOI:10.1016/j.biopsycho.2024.108787. (SCI, JCR1, IF:2.9)
[4] Guanghui Zhang & Steven J. Luck (2023). Variations in ERP Data Quality Across Paradigms, Participants, and Scoring Procedures. Psychophysiology, DOI:10.1111/psyp.14264. (SCI, JCR1, 2024 ESI highly cited paper, IF:2.8)
[3] 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. (SCI, JCR3, IF:2.3)
[2] 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. (SCI, JCR2, IF:2.9)
[1] 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 (SCI, JCR2, IF:3.7)
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)
准备或在投论文:
[4]. Limin Hou, Guanghui Zhang* (Corresponding author), Yuxing Hao, Tommi Kärkkäinen & Fengyu Cong. Task-Dependent Effects of Channel Density on Multivariate Pattern Analysis and Spatial Representational Similarity Analysis: Evidence from Three EEG Dataset. Submitted to Psychophysiology.
[3]. Ying Xin, Limin Hou, Xinran Wang, Fengyu Cong, Weiqi He, Wenbo Luo* (Corresponding author), and Guanghui Zhang* (Corresponding author). Best practices and pitfalls in multivariate pattern analysis of event-related potentials: A systematic review of preprocessing and analytical configurations. Submitted to Cortex.
[2]. Limin Hou, Guanghui Zhang* (Corresponding author), Xiawen Li, Dong Tang, Tiina Parviainen,Fengyu Cong & Tommi Kärkkäinen. EEG-based analyses reveal different temporal processing patterns in aesthetic evaluation. Submitted to BMC Psychology.
[1]. Guanghui Zhang*, Xinran Wang & Steven J. Luck. Maximizing EEG decoding for experimental designs with different numbers of trials per condition. In preparation.
科研项目：
国家级人才专项项目，2026.1-2028.12,90万，在研，主持
教育部人文社会科学研究项目-规划基金项目[25YJA190006],2025.9-2028.12,10万，在研，参与
辽宁省自然科学基金项目 [2025-BS-0780], 2025.7-2027.8，5万，在研，主持
校高端培育项目 [25GDL004], 2025.5-2027.5，3万，在研，主持
校博士启动基金 [2025BSL007], 2025.5-2027.5，5万，在研，主持
国家社会科学基金项目 [21BYY02], 2021.6-2024.6, 20万， 参与，结项
国家留学基金委，2019.3-2021.8，1350欧元/月，学号：201806060165
获得荣誉和奖励：
2024年11月， 大连市高层次人才（青年才俊）
招生要求及联系方式：
热烈欢迎对脑电信号处理、认知科学等方向感兴趣的同学加入我们！只要你肯钻研、不怕苦、态度端正，无论来自心理学还是其他相关背景，都非常欢迎你来一起“折腾大脑信号”。
加入我们你能收获什么？
经费在线、资源到位--支持参加国内外学术会议、开展高质量数据采集、配置高性能设备等科研活动；表现特别优秀的同学，还有机会被推荐前往国内外（国外如芬兰、美国）知名高校继续深造，一起把科研之路走得更远。
在读学生：
2024级：王欣然， 辛颖
更多信息：
个人网址：https://zhangg.net/
谷歌学术：https://scholar.google.com/citations?user=8TyxE5gAAAAJ&hl=en
ResearchGate:https://www.researchgate.net/profile/Guanghui-Zhang-19
