About the Authors

Galit Hofree

ghofree@ucsd.edu (GH); pwinkielman@ucsd.edu (PW)

Affiliation Department of Psychology, University of California San Diego, San Diego, California, United States of America

Paul Ruvolo

Affiliation Olin College of Engineering, Needham, Massachusetts, United States of America

Marian Stewart Bartlett

Affiliations Institute for Neural Computation, University of California San Diego, San Diego, California, United States of America, Emotient Inc., San Diego, California, United States of America

Piotr Winkielman

ghofree@ucsd.edu (GH); pwinkielman@ucsd.edu (PW)

Affiliation Department of Psychology, University of California San Diego, San Diego, California, United States of America

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: GH PR MSB PW. Performed the experiments: GH. Analyzed the data: GH. Contributed reagents/materials/analysis tools: PW. Wrote the paper: GH PW. Programmed the experiment: PR.