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This repository contains the official implementation for the paper: "Cross-Modal Learning from fMRI to DOT: Leveraging Large-Scale Neuroimaging for fNIRS Decoding" The codebase is currently being organized, cleaned, and documented for public release. A complete and reproducible version will be available soon.