Apparent Motion Suppresses Responses in Early Visual Cortex: A Population Code Model.

Two stimuli alternately presented at different locations can evoke a percept of a stimulus continuously moving between the two locations. The neural mechanism underlying this apparent motion (AM) is thought to be increased activation of primary visual cortex (V1) neurons tuned to locations along the...

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Main Authors: Nathalie Van Humbeeck, Tom Putzeys, Johan Wagemans
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-10-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC5081194?pdf=render
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author Nathalie Van Humbeeck
Tom Putzeys
Johan Wagemans
author_facet Nathalie Van Humbeeck
Tom Putzeys
Johan Wagemans
author_sort Nathalie Van Humbeeck
collection DOAJ
description Two stimuli alternately presented at different locations can evoke a percept of a stimulus continuously moving between the two locations. The neural mechanism underlying this apparent motion (AM) is thought to be increased activation of primary visual cortex (V1) neurons tuned to locations along the AM path, although evidence remains inconclusive. AM masking, which refers to the reduced detectability of stimuli along the AM path, has been taken as evidence for AM-related V1 activation. AM-induced neural responses are thought to interfere with responses to physical stimuli along the path and as such impair the perception of these stimuli. However, AM masking can also be explained by predictive coding models, predicting that responses to stimuli presented on the AM path are suppressed when they match the spatio-temporal prediction of a stimulus moving along the path. In the present study, we find that AM has a distinct effect on the detection of target gratings, limiting the maximum performance at high contrast levels. This masking is strongest when the target orientation is identical to the orientation of the inducers. We developed a V1-like population code model of early visual processing, based on a standard contrast normalization model. We find that AM-related activation in early visual cortex is too small to either cause masking or to be perceived as motion. Our model instead predicts strong suppression of early sensory responses during AM, consistent with the theoretical framework of predictive coding.
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spelling doaj.art-110b194bc1e3425793cc8a596ca0d0ee2022-12-21T23:41:08ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582016-10-011210e100515510.1371/journal.pcbi.1005155Apparent Motion Suppresses Responses in Early Visual Cortex: A Population Code Model.Nathalie Van HumbeeckTom PutzeysJohan WagemansTwo stimuli alternately presented at different locations can evoke a percept of a stimulus continuously moving between the two locations. The neural mechanism underlying this apparent motion (AM) is thought to be increased activation of primary visual cortex (V1) neurons tuned to locations along the AM path, although evidence remains inconclusive. AM masking, which refers to the reduced detectability of stimuli along the AM path, has been taken as evidence for AM-related V1 activation. AM-induced neural responses are thought to interfere with responses to physical stimuli along the path and as such impair the perception of these stimuli. However, AM masking can also be explained by predictive coding models, predicting that responses to stimuli presented on the AM path are suppressed when they match the spatio-temporal prediction of a stimulus moving along the path. In the present study, we find that AM has a distinct effect on the detection of target gratings, limiting the maximum performance at high contrast levels. This masking is strongest when the target orientation is identical to the orientation of the inducers. We developed a V1-like population code model of early visual processing, based on a standard contrast normalization model. We find that AM-related activation in early visual cortex is too small to either cause masking or to be perceived as motion. Our model instead predicts strong suppression of early sensory responses during AM, consistent with the theoretical framework of predictive coding.http://europepmc.org/articles/PMC5081194?pdf=render
spellingShingle Nathalie Van Humbeeck
Tom Putzeys
Johan Wagemans
Apparent Motion Suppresses Responses in Early Visual Cortex: A Population Code Model.
PLoS Computational Biology
title Apparent Motion Suppresses Responses in Early Visual Cortex: A Population Code Model.
title_full Apparent Motion Suppresses Responses in Early Visual Cortex: A Population Code Model.
title_fullStr Apparent Motion Suppresses Responses in Early Visual Cortex: A Population Code Model.
title_full_unstemmed Apparent Motion Suppresses Responses in Early Visual Cortex: A Population Code Model.
title_short Apparent Motion Suppresses Responses in Early Visual Cortex: A Population Code Model.
title_sort apparent motion suppresses responses in early visual cortex a population code model
url http://europepmc.org/articles/PMC5081194?pdf=render
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AT johanwagemans apparentmotionsuppressesresponsesinearlyvisualcortexapopulationcodemodel