Experiments in the use of deep neural network models to predict human affect and aesthetics, including source code and data for the paper:
The perceptual primacy of feeling: Affectless visual machines explain a majority of variance in human visually evoked affect (PNAS, 2025)
@article{conwell2025perceptual,
title={The perceptual primacy of feeling: Affectless visual machines explain a majority of variance in human visually evoked affect},
author={Conwell, Colin and Graham, Daniel and Boccagno, Chelsea and Vessel, Edward A},
journal={Proceedings of the National Academy of Sciences},
volume={122},
number={4},
pages={e2306025121},
year={2025},
publisher={National Academy of Sciences}
}The psyarxiv preprint version(s) of the paper are available at this link.