BrainGuard applies personalized federated learning with layer-wise parameter mixing to reconstruct viewed images from multisubject fMRI, reporting top NSD scores while keeping raw brain data local.
J.; St-Yves, G.; Wu, Y.; Breedlove, J
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BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities
BrainGuard applies personalized federated learning with layer-wise parameter mixing to reconstruct viewed images from multisubject fMRI, reporting top NSD scores while keeping raw brain data local.