About the Authors

Chuang Lyu

Affiliation Beijing Key Lab of Applied Experimental Psychology, School of Psychology, Beijing Normal University, Beijing, China

Siyuan Hu

Affiliations Beijing Key Lab of Applied Experimental Psychology, School of Psychology, Beijing Normal University, Beijing, China, State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China, Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, Beijing, China

Liuqing Wei

Affiliation Beijing Key Lab of Applied Experimental Psychology, School of Psychology, Beijing Normal University, Beijing, China

Xuemin Zhang

xmzhang@bnu.edu.cn

Affiliations Beijing Key Lab of Applied Experimental Psychology, School of Psychology, Beijing Normal University, Beijing, China, State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China, Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, Beijing, China

Thomas Talhelm

Affiliation Booth School of Business, University of Chicago, Chicago, Illinois, United States of America

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: CL XMZ. Performed the experiments: CL LW. Analyzed the data: CL. Contributed reagents/materials/analysis tools: CL. Wrote the paper: CL SH LW XMZ TT. Designed the program used in the experiment: CL.