2026
NeurIPS: Neuro-anatomical Inductive Priors for Sphere-based Brain Decoding
ICML 2026poster
Current fMRI decoders face a performance-fidelity trade-off where efficient ID encoders outperform geometrically-aligned surface-based models. We argue this is an artifact of inefficient surface tokenization and the failure to use anatomy as a predictive signal. We present **NeurIPS**, a framework t…