Individual gaze shapes diverging neural representations

Complex visual stimuli evoke diverse patterns of gaze, but previous research suggests that their neural representations are shared across brains. Here, we used hyperalignment to compare visual responses between observers viewing identical stimuli. We find that individual eye movements enhance cortical visual responses but also lead to representational divergence. Pairwise differences in the spatial distribution of gaze and in semantic salience predict pairwise representational divergence in V1 and inferior temporal cortex, respectively. This suggests that individual gaze sculpts individual visual worlds.

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Publication Details

Journal
Proceedings of the National Academy of Sciences
Published
2024-08-30
DOI
https://doi.org/10.1073/pnas.2405602121
Citations
4
Primary Topic
Face Recognition and Perception
Type
article
Field-Weighted Citation Impact
1.37

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article

Individual gaze shapes diverging neural representations

Benjamin de Haas, Petra Borovska
4 citations
Proceedings of the National Academy of Sciences
Face Recognition and Perception
1.37
article

Individual gaze shapes diverging neural representations

Benjamin de Haas, Petra Borovska
article en
4 citations

Abstract

Complex visual stimuli evoke diverse patterns of gaze, but previous research suggests that their neural representations are shared across brains. Here, we used hyperalignment to compare visual responses between observers viewing identical stimuli. We find that individual eye movements enhance cortical visual responses but also lead to representational divergence. Pairwise differences in the spatial distribution of gaze and in semantic salience predict pairwise representational divergence in V1 and inferior temporal cortex, respectively. This suggests that individual gaze sculpts individual visual worlds.

Proceedings of the National Academy of SciencesVol. 121(36)
Justus-Liebig-Universität Gießen (DE)
Deutsche Forschungsgemeinschaft, Hessisches Ministerium für Wissenschaft und Kunst, European Research Council
Openalex Percentile: Top 20%
Face Recognition and Perception
1.37
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