A multimodal alignment pipeline decodes EEG signals recorded during natural image viewing into image retrieval (86.3% Top-1) and reconstruction (CLIP 0.903) tasks.
Cognition- capturerpro: Towards high-fidelity visual decoding from eeg/meg via multi-modal information and asymmetric alignment, 2026
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Brain-to-Image Retrieval and Reconstruction via Multimodal EEG Alignment
A multimodal alignment pipeline decodes EEG signals recorded during natural image viewing into image retrieval (86.3% Top-1) and reconstruction (CLIP 0.903) tasks.