About the Authors

Piia Astikainen

piia.astikainen@jyu.fi

Affiliation Department of Psychology, University of Jyväskylä, Jyväskylä, Finland

Gabor Stefanics

Affiliations Institute for Psychology, Hungarian Academy of Sciences, Budapest, Hungary, Institute for Empirical research in Economics, University of Zürich, Zürich, Switzerland

Miriam Nokia

Affiliation Department of Psychology, University of Jyväskylä, Jyväskylä, Finland

Arto Lipponen

Affiliation Department of Neurobiology, A.I. Virtanen Institute, University of Eastern Finland, Kuopio, Finland

Fengyu Cong

Affiliation Department of Mathematical Information Technology, University of Jyväskylä, Jyväskylä, Finland

Markku Penttonen

Affiliation Department of Psychology, University of Jyväskylä, Jyväskylä, Finland

Timo Ruusuvirta

Affiliations Department of Psychology, University of Jyväskylä, Jyväskylä, Finland, Department of Psychology, Turku Institute for Advanced Studies, University of Turku, Turku, Finland

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: PA TR. Performed the experiments: PA MP AL. Analyzed the data: PA GS MN FC. Contributed reagents/materials/analysis tools: PA MP. Wrote the paper: PA GS TR MN FC MP AL. Drafted the manuscript: PA GS TR.