Welcome to Cognitive Signal Processing & Neuroscience Lab

Work Experience

Education

Research Interests

  1. Brain signal processing; NueroImage
  2. EEG/ERP-based cognitive neuroscience
  3. Toolbox development: ERPLAB Studio

Peer Review

Nature Communications, Psychophysiology, Behavior Research Methods, Cortex, Alpha Psychiatry, International Journal of Psychophysiology, NeuroImage, iScience, Social Cognitive and Affective Neuroscience, Neural Networks

Other

  1. Editorial Board of Scientific Reports

News

  • 2026 Jan. 26: The preprint was available now:Task-Dependent Effects of Channel Density on Multivariate Pattern Analysis and Spatial Representational Similarity Analysis: Evidence from Three EEG Datasets doi: 10.64898/2026.01.26.701731.

  • 2026 Jan. 15: Congratulations! Our paper entitled “Neurocognitive Dynamics of Icon Design: EEG Evidence from Style and Activation Effects on Visual Search Efficiency” was accepted by International Journal of Human-Computer Interaction.

  • 2025 Dec. 24: The preprint was available now: “The impact of downsampling on data quality, univariate measurement and multivariate pattern analysis in event-related potential research” doi: 10.64898/2025.12.24.696322.

  • 2025 Dec. 12: The preprint was available now: “EEG-based analyses reveal different temporal processing patterns in aesthetic evaluation” doi: 10.64898/2025.12.12.693903.

  • 2025 Dec. 10: The preprint was available now: “Evaluating the effects of regularization and cross-validation parameters on the performance of SVM-based decoding of EEG data” doi: 10.64898/2025.12.10.693548.

  • 2025 Sep. 29: Congratulations! Our paper entitled “Temporal dynamics of perceptual integrity and semantic congruency during color-word processing: An ERP and decoding study” was accepted by NeuroImage. doi: 10.1016/j.neuroimage.2025.121486.

  • 2025 Aug. 20: Our paper has been preprinted in OSF: “Temporal dynamics of perceptual integrity and semantic congruency during color-word processing: An ERP and decoding study” doi: 10.31219/osf.io/jc56m_v1.

  • 2025 Jul. 7: Congratulations! Our paper entitled “Electroencephalographic (EEG) Analysis of Hue Perception Differences Between Art and Non-Art Majors: Insights from the P2 and P3 Components” was accepted by BMC Psychology. doi: https://doi.org/10.1186/s40359-025-03121-0 (JCR1)

  • 2025 Jun. 16: Congratulations! Our paper entitled “Comparative Analysis of Color Emotional Perception in Art and Non-Art University Students:Hue, Saturation, and Brightness Effects in the Munsell Color System” was accepted by BMC Psychology. doi:10.1186/s40359-025-03034-y (JCR1)

  • 2025 Jun. 3: Congratulations! Our paper entitled “Assessing the impact of artifact correction and artifact rejection on the performance of SVM-and LDA-based decoding of EEG signals” was accepted by NeuroImage.doi:10.1016/j.neuroimage.2025.121304 (JCR1, Top)

  • 2025 Mar. 11: Congratulations! “Action Complexity Modulates Motor Performance in the Emotional Oddball Task” was accepted by Journal of Neurophysiology. doi: 10.1152/jn.00480.2023

  • 2025 Feb. 26: Our paper has been preprinted in bioRxiv: “Assessing the impact of artifact correction and artifact rejection on the performance of SVM-based decoding of EEG signals” doi: 10.1101/2025.02.22.639684.

  • 2024 Oct. 25: Our lab now has an official WeChat account! Follow us by searching for “CSPN Lab” on WeChat.

  • 2024 Jul. 22: The paper entitled “Brain Evoked Response Qualification Using Multi-Set Consensus Clustering: Toward Single-Trial EEG Analysis” was accepted by Brain Topography. doi:10.1007/s10548-024-01074-y (SCI JCR3 IF:2.3).

  • 2024 Apr. 23: Excited to announce that our paper “Assessing the effectiveness of spatial PCA on SVM-based decoding of EEG data” was accepted by NeuroImage. doi:10.1016/j.neuroimage.2024.120625 code (SCI JCR1 IF:5.7).

  • 2024 Mar. 27: Congratulations! “Does Artistic Training Affect Color Perception? A Study of ERPs and EROs in Experiencing Colors of Different Brightness” was accepted by Biological Psychology. doi:10.1016/j.biopsycho.2024.108787 (SCI JCR2 IF:2.6).

  • 2024 Jan. 11: Our paper entitled “Optimal Filters for ERP Research II: Recommended Settings for Seven Common ERP Components” out in Psychophysiology. doi:10.1111/psyp.14530. PDF code (SCI JCR1 IF:3.7).

  • 2024 Jan. 11: Our paper entitled “Optimal filters for ERP research I: A general approach for selecting filter settings” was accepted by Psychophysiology. doi:10.1111/psyp.14531. PDF (SCI JCR1 IF:3.7).

  • 2023 Dec. 14: Our paper entitled “Evaluating the Effectiveness of Artifact Correction and Rejection in Event-related Potential Research” was accepted by Psychophysiology. doi:10.1111/psyp.14511. PDF code (SCI JCR1 IF:3.7).

  • 2023 Sep. 29: Our paper about single-trial cluster analysis of ERP has been preprinted: “Brain Evoked Response Qualification Using Multi-set Consensus Clustering: Toward Single-trial EEG Analysis” doi: rs-3586574/v1.

  • 2023 Sep. 16: Our paper about Artifact correction and rejection in ERP research has been preprinted in bioRxiv: “Evaluating the Effectiveness of Artifact Correction and Rejection in Event-related Potential Research” doi: 10.1101/2023.09.16.558075.

  • 2023 June 16: Our paper about color perception has been preprinted in bioRxiv: “Does artistic training affect color perception? A study of ERPs and EROs in experiencing colors of different brightness” doi: 10.21203/rs.3.rs-3060012/v1.

  • 2023 June 14: Our paper about optimal reccommendations of filter setting for the seven ERP components has been preprinted on bioRxiv: “Optimal Filters for ERP Research II: Recommended Settings for Seven Common ERP Components” doi:10.1101/2023.06.13.544794.

  • 2023 May 25: Our paper about the approach for selecting optimal filter for ERP research has been preprinted on bioRxiv: “Optimal Filters for ERP Research I: A General Approach for Selecting Filter Settings” doi:10.1101/2023.05.25.542359.

  • 2023 Jan 16: Our paper entitled “Variations in ERP Data Quality Across Paradigms, Participants, and Scoring Procedures” was accepted by Psychophysiology. doi:10.1111/psyp.14264. PDF code. (SCI JCR1 IF:3.7).

  • 2022 Dec 12: Our paper entitled “Single-trial-based Temporal Principal Component Analysis on Extracting Event-related Potentials of Interest for an Individual Subject” was accepted by Journal of Neuroscience Methods. doi:10.1016/j.jneumeth.2022.109768. (SCI JCR3 IF:3.00).

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