Joshua C. Peterson

Using large-scale experiments and machine learning to discover theories of human decision-making

Joshua C. Peterson, David Bourgin, Mayank Agrawal et al. · Science · 2021 · 263 citations

Business, Computer Science, Decision Sciences +12

Evaluating (and Improving) the Correspondence Between Deep Neural Networks and Human Representations

Joshua C. Peterson, Joshua T. Abbott, Thomas L. Griffiths · Cognitive Science · 2018 · 146 citations · Full text

Computing, Computer Science, Psychology +17

What Makes an Object Memorable?

Rachit Dubey, Joshua C. Peterson, Aditya Khosla et al. · 2015 · 124 citations

Computing, Computer Science, Computer Vision +16

Deep models of superficial face judgments

Joshua C. Peterson, Stefan Uddenberg, Thomas L. Griffiths et al. · Proceedings of the National Academy of Sciences · 2022 · 74 citations · Full text

Social Sciences, Psychology, Social Psychology +15

A foundation model to predict and capture human cognition

Marcel Binz, Elif Akata, Matthias Bethge et al. · Nature · 2025 · 72 citations · Full text

Computing, Computer Science, Psychology +13