HyNeuralMap applies the hyperbolic Lorentz model to embed visual semantics and neural responses into a shared hierarchical space, outperforming Euclidean baselines on semantic prediction and cross-modal retrieval.
BrainCognizer: Brain Decoding with Human Visual Cognition Simulation for fMRI-to-Image Reconstruction[J]
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HyNeuralMap: Hyperbolic Mapping of Visual Semantics to Neural Hierarchies
HyNeuralMap applies the hyperbolic Lorentz model to embed visual semantics and neural responses into a shared hierarchical space, outperforming Euclidean baselines on semantic prediction and cross-modal retrieval.