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Inter-individual and inter-site neural code conversion and image reconstruction without shared stimuli
The human brain demonstrates substantial inter-individual variability in fine-grained functional topography, posing challenges in identifying common neural representations across individuals.
Voluntary control of semantic neural representations by imagery with conflicting visual stimulation
The successful control of the feedback images demonstrated that the semantic vector inferred from electrocorticograms became closer to the vector of the imagined category, even while watching images from different categories.
Generic decoding of seen and imagined objects using hierarchical visual features
Object recognition is a key function in both human and machine vision.
Estimating image bases for visual image reconstruction from human brain activity
In the reconstruction model, the mapping from an fMRI activity pattern to the contrasts of the image bases was learned from measured fMRI responses to visual images.
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