Author

Mengya Xu

Chinese Academy of Sciences

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Organism:human· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Approach:experimental assay· 1 Assay:imaging· 1 Organism:non-human primate· 1

Frequent Co-Authors

Gouki OkazawaiD· 2 shared Han ZhangiD· 1 shared Jia Sheng HuiD· 1 shared Qiao WangiD· 1 shared Tianlin Luo· 1 shared Zhaojiayi Zhou· 1 shared Zhi-Hao ZhengiD· 1 shared Zhihao Zheng· 1 shared

Activity by Year

2025-2025 · peak 2/yr

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9 top collaborators · 24 mutual co-author links

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2 shared papersNeuroscience

Gouki OkazawaORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintApr 2, 2025

A battery of image classification challenges reveals shared and distinct object categorization behavior across monkeys, humans, and deep networks

Han Zhang, Zhihao Zheng, Jia Sheng Hu…·Gouki Okazawa

The paper tests object categorization abilities in monkeys, humans, and deep networks across multiple rules, finding monkeys and DNNs share similar performance while humans perform better with language-informed models.

DOI 10.1101/2025.04.02.646407

non-human primatehuman

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NeuroscienceNature CommunicationsPeer-reviewedJan 2, 2025

Limitation of switching sensory information flow in flexible perceptual decision making

Tianlin Luo, Mengya Xu, Zhi-Hao Zheng, Gouki Okazawa

The paper shows that humans experience a brief reduction in sensory-to-decision efficiency after switching perceptual rules, suggesting a bottleneck in adjusting sensory information flow.

10 citationstop 3%

humanstatistical model

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