Latent functional alignment maps imagery-evoked fMRI activity into a pretrained perception decoder's space, improving semantic reconstruction of imagined scenes and enabling above-chance decoding across cortical regions.
Comparison of signal to noise in vision and imagery for qualitatively different kinds of stimuli,
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Seeing the imagined: a latent functional alignment in visual imagery decoding from fMRI data
Latent functional alignment maps imagery-evoked fMRI activity into a pretrained perception decoder's space, improving semantic reconstruction of imagined scenes and enabling above-chance decoding across cortical regions.