The spatiotemporal neural dynamics of object location representations in the human brain
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作者:
Monika Graumann
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机构:Freie Universität Berlin,Department of Education and Psychology
Monika Graumann
Caterina Ciuffi
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机构:Freie Universität Berlin,Department of Education and Psychology
Caterina Ciuffi
Kshitij Dwivedi
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机构:Freie Universität Berlin,Department of Education and Psychology
Kshitij Dwivedi
Gemma Roig
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机构:Freie Universität Berlin,Department of Education and Psychology
Gemma Roig
Radoslaw M. Cichy
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机构:Freie Universität Berlin,Department of Education and Psychology
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
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2022年
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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.
机构:
Univ Tokyo, Grad Sch Agr & Life Sci, Bunkyo Ku, Tokyo 1138657, JapanUniv Tokyo, Grad Sch Agr & Life Sci, Bunkyo Ku, Tokyo 1138657, Japan
Okumura, Toshiki
Tsubo, Yasuhiro
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机构:
Ritsumeikan Univ, Coll Informat Sci & Engn, Kusatsu 5258577, JapanUniv Tokyo, Grad Sch Agr & Life Sci, Bunkyo Ku, Tokyo 1138657, Japan
Tsubo, Yasuhiro
Honda, Junya
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机构:
Kyoto Univ, Grad Sch Informat, Sakyo Ku, Kyoto 6068501, JapanUniv Tokyo, Grad Sch Agr & Life Sci, Bunkyo Ku, Tokyo 1138657, Japan
Honda, Junya
Sugiyama, Masashi
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机构:
Univ Tokyo, Grad Sch Frontier Sci, Kashiwa, Chiba 2778561, Japan
Univ Tokyo, Inst Adv Study, Int Res Ctr Neurointelligence WPI IRCN, Tokyo 1130033, JapanUniv Tokyo, Grad Sch Agr & Life Sci, Bunkyo Ku, Tokyo 1138657, Japan
Sugiyama, Masashi
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机构:
Touhara, Kazushige
Okamoto, Masako
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机构:
Univ Tokyo, Grad Sch Agr & Life Sci, Bunkyo Ku, Tokyo 1138657, JapanUniv Tokyo, Grad Sch Agr & Life Sci, Bunkyo Ku, Tokyo 1138657, Japan
机构:
NYU, Grossman Sch Med, Neurosci Inst, New York, NY 10012 USANYU, Grossman Sch Med, Neurosci Inst, New York, NY 10012 USA
Wu, Yuan-hao
Podvalny, Ella
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机构:
NYU, Grossman Sch Med, Neurosci Inst, New York, NY 10012 USA
Rutgers State Univ, Ctr Mol & Behav Neurosci, Newark, NJ USANYU, Grossman Sch Med, Neurosci Inst, New York, NY 10012 USA
Podvalny, Ella
He, Biyu J.
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机构:
NYU, Grossman Sch Med, Neurosci Inst, New York, NY 10012 USA
NYU, Grossman Sch Med, Dept Neurol, New York, NY 10012 USA
NYU, Grossman Sch Med, Dept Neurosci & Physiol, New York, NY 10012 USA
NYU, Grossman Sch Med, Dept Radiol, New York, NY 10012 USANYU, Grossman Sch Med, Neurosci Inst, New York, NY 10012 USA