Jing-Yuan Li

Tri-Stream Disentangled Network with Adaptive Dual-Space Fusion for Electroencephalography-Based Image Reconstruction on THINGS-EEG2.

Reconstructing visual stimuli from non-invasive electroencephalography (EEG) requires mapping short, noisy neural responses to meaningful visual representations despite limited spatial sampling. Existing EEG-to-image approaches employ diverse neural representations and generative strategies, necessitating reproducible...