Hebbian plasticity for improving perceptual decisions

TR Huang - arXiv preprint arXiv:1612.03270, 2016 - arxiv.org
arXiv preprint arXiv:1612.03270, 2016arxiv.org
Shibata et al. reported that humans could learn to repeatedly evoke a stimulus-associated
functional magnetic resonance imaging (fMRI) activity pattern in visual areas V1/V2 through
which visual perceptual learning was achieved without stimulus presentation. Contrary to
their attribution of visual improvements to neuroplasticity in adult V1/V2, our Hebbian
learning interpretation of these data explains the attainment of better perceptual decisions
without plastic V1/V2.
Shibata et al. reported that humans could learn to repeatedly evoke a stimulus-associated functional magnetic resonance imaging (fMRI) activity pattern in visual areas V1/V2 through which visual perceptual learning was achieved without stimulus presentation. Contrary to their attribution of visual improvements to neuroplasticity in adult V1/V2, our Hebbian learning interpretation of these data explains the attainment of better perceptual decisions without plastic V1/V2.
arxiv.org