Conscious perception of natural images is constrained by category-related visual features

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Conscious perception of natural images is constrained by category-related visual features. / Lindh, Daniel; Sligte, Ilja; Assecondi, Sara; Shapiro, Kim; Charest, Ian.

In: Nature Communications, Vol. 10, No. 1, 4106, 11.09.2019.

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@article{f5d27a2c6ab84876a515f3af6f3ebf64,
title = "Conscious perception of natural images is constrained by category-related visual features",
abstract = "Conscious perception is crucial for adaptive behaviour yet access to consciousness varies for different types of objects. The visual system comprises regions with widely distributed category information and exemplar-level representations that cluster according to category. Does this categorical organisation in the brain provide insight into object-specific access to consciousness? We address this question using the Attentional Blink approach with visual objects as targets. We find large differences across categories in the attentional blink. We then employ activation patterns extracted from a deep convolutional neural network to reveal that these differences depend on mid- to high-level, rather than low-level, visual features. We further show that these visual features can be used to explain variance in performance across trials. Taken together, our results suggest that the specific organisation of the higher-tier visual system underlies important functions relevant for conscious perception of differing natural images.",
author = "Daniel Lindh and Ilja Sligte and Sara Assecondi and Kim Shapiro and Ian Charest",
year = "2019",
month = sep,
day = "11",
doi = "10.1038/s41467-019-12135-3",
language = "English",
volume = "10",
journal = "Nature Communications",
issn = "2041-1723",
publisher = "Springer",
number = "1",

}

RIS

TY - JOUR

T1 - Conscious perception of natural images is constrained by category-related visual features

AU - Lindh, Daniel

AU - Sligte, Ilja

AU - Assecondi, Sara

AU - Shapiro, Kim

AU - Charest, Ian

PY - 2019/9/11

Y1 - 2019/9/11

N2 - Conscious perception is crucial for adaptive behaviour yet access to consciousness varies for different types of objects. The visual system comprises regions with widely distributed category information and exemplar-level representations that cluster according to category. Does this categorical organisation in the brain provide insight into object-specific access to consciousness? We address this question using the Attentional Blink approach with visual objects as targets. We find large differences across categories in the attentional blink. We then employ activation patterns extracted from a deep convolutional neural network to reveal that these differences depend on mid- to high-level, rather than low-level, visual features. We further show that these visual features can be used to explain variance in performance across trials. Taken together, our results suggest that the specific organisation of the higher-tier visual system underlies important functions relevant for conscious perception of differing natural images.

AB - Conscious perception is crucial for adaptive behaviour yet access to consciousness varies for different types of objects. The visual system comprises regions with widely distributed category information and exemplar-level representations that cluster according to category. Does this categorical organisation in the brain provide insight into object-specific access to consciousness? We address this question using the Attentional Blink approach with visual objects as targets. We find large differences across categories in the attentional blink. We then employ activation patterns extracted from a deep convolutional neural network to reveal that these differences depend on mid- to high-level, rather than low-level, visual features. We further show that these visual features can be used to explain variance in performance across trials. Taken together, our results suggest that the specific organisation of the higher-tier visual system underlies important functions relevant for conscious perception of differing natural images.

UR - http://www.scopus.com/inward/record.url?scp=85072124308&partnerID=8YFLogxK

U2 - 10.1038/s41467-019-12135-3

DO - 10.1038/s41467-019-12135-3

M3 - Article

C2 - 31511514

VL - 10

JO - Nature Communications

JF - Nature Communications

SN - 2041-1723

IS - 1

M1 - 4106

ER -