The spatiotemporal neural dynamics of object location representations in the human brain

被引:0
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作者
Monika Graumann
Caterina Ciuffi
Kshitij Dwivedi
Gemma Roig
Radoslaw M. Cichy
机构
[1] Freie Universität Berlin,Department of Education and Psychology
[2] Humboldt-Universität zu Berlin,Berlin School of Mind and Brain, Faculty of Philosophy
[3] Goethe Universität,Department of Computer Science
[4] Bernstein Center for Computational Neuroscience Berlin,undefined
来源
Nature Human Behaviour | 2022年 / 6卷
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摘要
To interact with objects in complex environments, we must know what they are and where they are in spite of challenging viewing conditions. Here, we investigated where, how and when representations of object location and category emerge in the human brain when objects appear on cluttered natural scene images using a combination of functional magnetic resonance imaging, electroencephalography and computational models. We found location representations to emerge along the ventral visual stream towards lateral occipital complex, mirrored by gradual emergence in deep neural networks. Time-resolved analysis suggested that computing object location representations involves recurrent processing in high-level visual cortex. Object category representations also emerged gradually along the ventral visual stream, with evidence for recurrent computations. These results resolve the spatiotemporal dynamics of the ventral visual stream that give rise to representations of where and what objects are present in a scene under challenging viewing conditions.
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页码:796 / 811
页数:15
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