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cs.CV2025
Empowering Functional Neuroimaging: A Pre-trained Generative Framework for Unified Representation of Neural Signals
Weiheng Yao, Xuhang Chen, Shuqiang Wang
Multimodal functional neuroimaging enables systematic analysis of brain mechanisms and provides discriminative representations for brain-computer interface (BCI) decoding. However,…
cs.CV2024★ 21 cited
CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation
Weiheng Yao, Zhihan Lyu, Mufti Mahmud +3
Multi-modal neuroimaging analysis is crucial for a comprehensive understanding of brain function and pathology, as it allows for the integration of different imaging techniques, th…