辽宁师范大学心理与脑科学研究院，硕导，助理副教授
邮箱:zhang.guanghui@foxmail.com
研究方向包含不限于：
脑电信号多维度特征算法研究、神经美学认知、语言语义加工和记忆、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（心理咨询与心理健康方向）
学术兼职：
Nature Communications, NeuroImage, Psychophysiology, Behavior Research Methods, Cortex, iScience, Alpha Psychiatry等国际期刊审稿人
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 （https://mindbrain.ucdavis.edu/people/steve-luck）
期刊论文：
[25] 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)
[24] 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)
[23] 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)
[22] 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)
[21] Junfu Tian, Guanghui Zhang, Qi Zhao & Yingzhi Lu (2025). Action complexity modulates motor performance in the emotional oddball task. Journal of Neurophysiology, 133(4), 1245-1255. DOI:10.1152/jn.00480.2023. (SCI, JCR3)
[20] 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)
[19] 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)
[18] 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)
[17] 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)
[16] 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.
[15] 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.
[14] Guanghui Zhang & Steven J. Luck (2023). Variations in ERP Data Quality Across Paradigms, Participants, and Scoring Procedures. Psychophysiology, DOI:10.1111/psyp.14264. (JCR1, 2024 ESI highly cited paper)
[13] 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.
[12] Xiaoshuang Wang, Guanghui Zhang, Ying Wang, Lin Yang, Zhanhua Liang & 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.
[11] 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.
[10] 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.
[9] 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.
[8] 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.
[7] 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
[6] 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.
[5] 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.
[4] 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.
[3] 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.
[2] 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.
[1] 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.
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:
[5] Limin Hou, Guanghui Zhang* (corresponding author), Xiawen Li, Tiina Parviainen,Fengyu Cong & Tommi Kärkkäinen. Neurocognitive Dynamics of Icon Design: EEG Evidence from Style and Activation Effects on Visual Search Efficiency. Submitted to International Journal of Human–Computer Interaction.
[4] 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.
[3] Guanghui Zhang & Steven J. Luck. Maximizing EEG decoding for experimental designs with different numbers of trials per condition. in preparation.
[2] Guanghui Zhang, Xinran Wang & Steven J. Luck. Evaluating the effects of regularization and cross-validation parameters on the performance of SVM-based decoding of EEG data. in preparation.
[1] Guanghui Zhang, Xinran Wang, Ying Xin,Fengyu Cong, Weiqi He & Wenbo Luo. The impact of downsampling on data quality, univariate measurement and multivariate pattern analysis in event-related potential research. Submitted to NeuroImage.
科研项目：
辽宁省博士启动基金 [2025-BS-0780] 2025.7-2027.8，在研，主持
校高端培育项目 [25GDL004] 2025.5-2027.5，在研，主持
校博士启动基金 [2025BSL007] 2025.5-2027.5，在研，主持
国家社会科学基金项目 [21BYY02] 2021.6-2024.6, 参与，结项
国家留学基金委，2019.3-2021.8，1350欧元/月，学号：201806060165
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。
其他：
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
