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Contextual and Predictive Coding in V1
Primary visual cortex (V1) is often characterized by the receptive field properties of its feed-forward input (only up to 5%). We focussed our fMRI studies on nonstimulated retinotopic regions in V1 to gain a better understanding of contextual processing. We investigated activation along the nonstim...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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SAGE Publications
2011
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5393654/ http://dx.doi.org/10.1068/ic339 |
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author | Muckli, Lars |
author_facet | Muckli, Lars |
author_sort | Muckli, Lars |
collection | PubMed |
description | Primary visual cortex (V1) is often characterized by the receptive field properties of its feed-forward input (only up to 5%). We focussed our fMRI studies on nonstimulated retinotopic regions in V1 to gain a better understanding of contextual processing. We investigated activation along the nonstimulated long-range apparent motion path (1), occluded a visual quarterfield of a natural visual scene (2), or blindfolded our subjects and presented environmental sounds (3). We were able to demonstrate predictive activity along the illusory apparent motion path (1), use decoding to classify natural scenes from nonstimulated regions in V1 (2), and to decode environmental sounds from V1, V2 and V3 (3). Is this contextual processing useful to predict upcoming visual events? To investigate predictability we used apparent motion as the prime stimuli and tested with a probe stimulus along the apparent motion path to find that predicted stimuli are processed more efficiently—leading to less fMRI signal and better detectability (1). In summary, we have found brain imaging evidence consistent with the hypothesis of predictive coding in early visual areas. |
format | Online Article Text |
id | pubmed-5393654 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-53936542017-04-24 Contextual and Predictive Coding in V1 Muckli, Lars Iperception Article Primary visual cortex (V1) is often characterized by the receptive field properties of its feed-forward input (only up to 5%). We focussed our fMRI studies on nonstimulated retinotopic regions in V1 to gain a better understanding of contextual processing. We investigated activation along the nonstimulated long-range apparent motion path (1), occluded a visual quarterfield of a natural visual scene (2), or blindfolded our subjects and presented environmental sounds (3). We were able to demonstrate predictive activity along the illusory apparent motion path (1), use decoding to classify natural scenes from nonstimulated regions in V1 (2), and to decode environmental sounds from V1, V2 and V3 (3). Is this contextual processing useful to predict upcoming visual events? To investigate predictability we used apparent motion as the prime stimuli and tested with a probe stimulus along the apparent motion path to find that predicted stimuli are processed more efficiently—leading to less fMRI signal and better detectability (1). In summary, we have found brain imaging evidence consistent with the hypothesis of predictive coding in early visual areas. SAGE Publications 2011-05-01 2011-05 /pmc/articles/PMC5393654/ http://dx.doi.org/10.1068/ic339 Text en © 2011 SAGE Publications Ltd. Manuscript content on this site is licensed under Creative Commons Licenses http://creativecommons.org/licenses/by-nc-nd/3.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs 3.0 License (http://www.creativecommons.org/licenses/by-nc-nd/3.0/) which permits non-commercial use, reproduction and distribution of the work as published without adaptation or alteration, without further permission provided the original work is attributed as specified on the SAGE and Open Access page (http://www.uk.sagepub.com/aboutus/openaccess.htm). |
spellingShingle | Article Muckli, Lars Contextual and Predictive Coding in V1 |
title | Contextual and Predictive Coding in V1 |
title_full | Contextual and Predictive Coding in V1 |
title_fullStr | Contextual and Predictive Coding in V1 |
title_full_unstemmed | Contextual and Predictive Coding in V1 |
title_short | Contextual and Predictive Coding in V1 |
title_sort | contextual and predictive coding in v1 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5393654/ http://dx.doi.org/10.1068/ic339 |
work_keys_str_mv | AT mucklilars contextualandpredictivecodinginv1 |