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Differential Contribution of Low- and High-level Image Content to Eye Movements in Monkeys and Humans

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Differential Contribution of Low- and High-level Image Content to Eye Movements in Monkeys and Humans. / Wilming, Niklas; Kietzmann, Tim C; Jutras, Megan; Xue, Cheng; Treue, Stefan; Buffalo, Elizabeth A; König, Peter.

in: CEREB CORTEX, Jahrgang 27, Nr. 1, 01.01.2017, S. 279-293.

Publikationen: SCORING: Beitrag in Fachzeitschrift/Zeitung › SCORING: Zeitschriftenaufsatz › Forschung › Begutachtung

Harvard

Wilming, N, Kietzmann, TC, Jutras, M, Xue, C, Treue, S, Buffalo, EA & König, P 2017, 'Differential Contribution of Low- and High-level Image Content to Eye Movements in Monkeys and Humans', CEREB CORTEX, Jg. 27, Nr. 1, S. 279-293. https://doi.org/10.1093/cercor/bhw399

APA

Wilming, N., Kietzmann, T. C., Jutras, M., Xue, C., Treue, S., Buffalo, E. A., & König, P. (2017). Differential Contribution of Low- and High-level Image Content to Eye Movements in Monkeys and Humans. CEREB CORTEX, 27(1), 279-293. https://doi.org/10.1093/cercor/bhw399

Vancouver

Wilming N, Kietzmann TC, Jutras M, Xue C, Treue S, Buffalo EA et al. Differential Contribution of Low- and High-level Image Content to Eye Movements in Monkeys and Humans. CEREB CORTEX. 2017 Jan 1;27(1):279-293. https://doi.org/10.1093/cercor/bhw399

Bibtex

@article{58f3be4b1d434cd0aa17dcf741f94dcc,
title = "Differential Contribution of Low- and High-level Image Content to Eye Movements in Monkeys and Humans",
abstract = "Oculomotor selection exerts a fundamental impact on our experience of the environment. To better understand the underlying principles, researchers typically rely on behavioral data from humans, and electrophysiological recordings in macaque monkeys. This approach rests on the assumption that the same selection processes are at play in both species. To test this assumption, we compared the viewing behavior of 106 humans and 11 macaques in an unconstrained free-viewing task. Our data-driven clustering analyses revealed distinct human and macaque clusters, indicating species-specific selection strategies. Yet, cross-species predictions were found to be above chance, indicating some level of shared behavior. Analyses relying on computational models of visual saliency indicate that such cross-species commonalities in free viewing are largely due to similar low-level selection mechanisms, with only a small contribution by shared higher level selection mechanisms and with consistent viewing behavior of monkeys being a subset of the consistent viewing behavior of humans.",
keywords = "Journal Article",
author = "Niklas Wilming and Kietzmann, {Tim C} and Megan Jutras and Cheng Xue and Stefan Treue and Buffalo, {Elizabeth A} and Peter K{\"o}nig",
note = "{\textcopyright} The Author 2017. Published by Oxford University Press.",
year = "2017",
month = jan,
day = "1",
doi = "10.1093/cercor/bhw399",
language = "English",
volume = "27",
pages = "279--293",
journal = "CEREB CORTEX",
issn = "1047-3211",
publisher = "Oxford University Press",
number = "1",

}

RIS

TY - JOUR

T1 - Differential Contribution of Low- and High-level Image Content to Eye Movements in Monkeys and Humans

AU - Wilming, Niklas

AU - Kietzmann, Tim C

AU - Jutras, Megan

AU - Xue, Cheng

AU - Treue, Stefan

AU - Buffalo, Elizabeth A

AU - König, Peter

N1 - © The Author 2017. Published by Oxford University Press.

PY - 2017/1/1

Y1 - 2017/1/1

N2 - Oculomotor selection exerts a fundamental impact on our experience of the environment. To better understand the underlying principles, researchers typically rely on behavioral data from humans, and electrophysiological recordings in macaque monkeys. This approach rests on the assumption that the same selection processes are at play in both species. To test this assumption, we compared the viewing behavior of 106 humans and 11 macaques in an unconstrained free-viewing task. Our data-driven clustering analyses revealed distinct human and macaque clusters, indicating species-specific selection strategies. Yet, cross-species predictions were found to be above chance, indicating some level of shared behavior. Analyses relying on computational models of visual saliency indicate that such cross-species commonalities in free viewing are largely due to similar low-level selection mechanisms, with only a small contribution by shared higher level selection mechanisms and with consistent viewing behavior of monkeys being a subset of the consistent viewing behavior of humans.

AB - Oculomotor selection exerts a fundamental impact on our experience of the environment. To better understand the underlying principles, researchers typically rely on behavioral data from humans, and electrophysiological recordings in macaque monkeys. This approach rests on the assumption that the same selection processes are at play in both species. To test this assumption, we compared the viewing behavior of 106 humans and 11 macaques in an unconstrained free-viewing task. Our data-driven clustering analyses revealed distinct human and macaque clusters, indicating species-specific selection strategies. Yet, cross-species predictions were found to be above chance, indicating some level of shared behavior. Analyses relying on computational models of visual saliency indicate that such cross-species commonalities in free viewing are largely due to similar low-level selection mechanisms, with only a small contribution by shared higher level selection mechanisms and with consistent viewing behavior of monkeys being a subset of the consistent viewing behavior of humans.

KW - Journal Article

U2 - 10.1093/cercor/bhw399

DO - 10.1093/cercor/bhw399

M3 - SCORING: Journal article

C2 - 28077512

VL - 27

SP - 279

EP - 293

JO - CEREB CORTEX

JF - CEREB CORTEX

SN - 1047-3211

IS - 1

ER -