AI RESEARCH
MIRAGE: Adaptive Multimodal Gating for Whole-Brain fMRI Encoding
arXiv CS.LG
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ArXi:2605.29850v1 Announce Type: new Recent progress in task-optimized neural networks has established encoding models as a powerful tool for predicting brain responses to naturalistic stimuli, yet most existing approaches rely on unimodal representations. The emergence of omni-modal foundation models and rich multimodal neural datasets enables encoding models that jointly integrate visual, auditory, and linguistic information across subjects. We