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Open Access
Peer-reviewed
Research Article
Human brains construct individualized global rankings from identical few-shot learning input
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Dongning Liu ,
Contributed equally to this work with: Dongning Liu
Roles Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft
Affiliations School of Psychological and Cognitive Sciences, Peking University, Beijing, China, PKU-IDG/McGovern Institute for Brain Research, Peking University, Beijing, China, Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing, China, Key Laboratory of Machine Perception (Ministry of Education), Peking University, Beijing, China
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Muzhi Wang ,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing
* E-mail: wangmuzhi@pku.edu.cn (MW); huan.luo@pku.edu.cn (HL)
Affiliations School of Psychological and Cognitive Sciences, Peking University, Beijing, China, PKU-IDG/McGovern Institute for Brain Research, Peking University, Beijing, China, Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing, China, Key Laboratory of Machine Perception (Ministry of Education), Peking University, Beijing, China, Applied Computational Psychiatry Lab, Max Planck UCL Centre for Computational Psychiatry and Ageing Research, Queen Square Institute of Neurology, UCL, London, United Kingdom
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Huan Luo
Roles Conceptualization, Funding acquisition, Investigation, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing
* E-mail: wangmuzhi@pku.edu.cn (MW); huan.luo@pku.edu.cn (HL)
Affiliations School of Psychological and Cognitive Sciences, Peking University, Beijing, China, PKU-IDG/McGovern Institute for Brain Research, Peking University, Beijing, China, Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing, China, Key Laboratory of Machine Perception (Ministry of Education), Peking University, Beijing, China
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Human brains construct individualized global rankings from identical few-shot learning input
- Dongning Liu,
- Muzhi Wang,
- Huan Luo
- Published: April 13, 2026
- https://doi.org/10.1371/journal.pbio.3003756