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Author

Tian-Wen Li

2 papers indexed here

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Open access Sep 2026

Network-Resolved and Frequency-Specific EEG–fMRI Representational Similarity Analysis of Visual Imagery

Background: Visual imagery (VI) is a cognitive process that generates visual representations in the absence of external visual input; however, the spatiotemporal organization of its neural representations remains poorly understood. Methods: In this study, we combined electroencephalography (EEG) and functional magnetic...

Kai-Xin Huang, Lei Zhao, Fan Wang et al. · 0 citations
Open access Aug 2026

DRDNet: a dual-view representation decoupling network for handwriting imagery EEG classification

The results indicate that decoupling HI EEG into complementary temporal views and matching them with heterogeneous temporal encoders provides an effective representation learning strategy for robust non-invasive handwriting BCI decoding.

Zhi-Hao Li, Fan Wang, Hai-Chen Lu et al. · 0 citations

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