What is changing when: decoding visual information in movies from human intracranial recordings

TitleWhat is changing when: decoding visual information in movies from human intracranial recordings
Publication TypeJournal Article
Year of Publication2018
AuthorsIsik, L, Singer, J, Kanwisher, N, ,, WS, A, Kreiman, G
JournalNeuroImage
Volume180, Part A
Pagination147-159
Date Published10/2018
KeywordsElectrocorticography (ECoG), Movies, Natural vision, neural decoding, object recognition, Ventral pathway
Abstract

The majority of visual recognition studies have focused on the neural responses to repeated presentations of static stimuli with abrupt and well-defined onset and offset times. In contrast, natural vision involves unique renderings of visual inputs that are continuously changing without explicitly defined temporal transitions. Here we considered commercial movies as a coarse proxy to natural vision. We recorded intracranial field potential signals from 1,284 electrodes implanted in 15 patients with epilepsy while the subjects passively viewed commercial movies. We could rapidly detect large changes in the visual inputs within approximately 100 ms of their occurrence, using exclusively field potential signals from ventral visual cortical areas including the inferior temporal gyrus and inferior occipital gyrus. Furthermore, we could decode the content of those visual changes even in a single movie presentation, generalizing across the wide range of transformations present in a movie. These results present a methodological framework for studying cognition during dynamic and natural vision.

URLhttps://www.sciencedirect.com/science/article/pii/S1053811917306742
DOI10.1016/j.neuroimage.2017.08.027
Reprint EditionAvailable online 18 August 2017
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