Seeing it all: Convolutional network layers map the function of the human visual system

Our convolutional network paper is out in Neuroimage !
http://www.sciencedirect.com/science/article/pii/S1053811916305481
•Convolutional network image representations of different layer depth explain brain activity throughout the full ventral visual stream.
•This mapping follows the known hierarchical organisation.
•Results from both static images and video stimuli.
•A model of brain activity for the full brain, based on the convolutional network, can synthesize brain maps for other visual experiments.
•Only deep models can reproduce observed BOLD activity.

This model will be used to analyse the IBC cohort !

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