Brain Visual Reconstruction from fMRI
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Papers
NeuralDiffuser: Neuroscience-inspired Diffusion Guidance for fMRI Visual Reconstruction
2024-02-21
· Haoyu Li, Hao Wu, Badong Chen
Reconstructing visual stimuli from functional Magnetic Resonance Imaging fMRI enables fine-grained retrieval of brain activity. However, the accurate reconstruction of diverse details, including structure, background, te…
Brain Visual Reconstruction from fMRIContrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities
2023-05-26 · NeurIPS 2023 11
· Jingyuan Sun, Mingxiao Li, Zijiao Chen, Yunhao Zhang 외
Decoding visual stimuli from neural responses recorded by functional Magnetic Resonance Imaging (fMRI) presents an intriguing intersection between cognitive neuroscience and machine learning, promising advancements in un…
Brain DecodingBrain Visual ReconstructionBrain Visual Reconstruction from fMRIRepresentation Learning