Revealing the neural representations underlying other-race face perception

The other-race effect (ORE) refers to poorer recognition for faces of other races than one's own. This study investigates the neural and representational basis of ORE in East Asian and White participants using behavioral measures, neural decoding, and image reconstruction based on electroencephalography (EEG) data. Our investigation identifies a reliable neural counterpart of ORE, with reduced decoding accuracy for other-race faces, and it relates this result to higher density of other-race face representations in face space. Then, we characterize the temporal dynamics and the prominence of ORE for individual variability at the neural level. Importantly, we use a data-driven image reconstruction approach to reveal visual biases underlying other-race face perception, including a tendency to perceive other-race faces as more typical, younger, and more expressive. These findings provide neural evidence for a classical account of ORE invoking face space compression for other-race faces. Further, they indicate that ORE involves not only reduced identity information but also broader, systematic distortions in visual representation with considerable cognitive and social implications.

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Publication Details

Journal
Frontiers in Human Neuroscience
Published
2025-03-05
DOI
https://doi.org/10.3389/fnhum.2025.1543840
Citations
2
Primary Topic
Face Recognition and Perception
Type
article
Field-Weighted Citation Impact
2.86
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article

Revealing the neural representations underlying other-race face perception

Marco A. Sama, Arijit De, Yong Zhong Liang, Adrian Nestor et al.
2 citations
Frontiers in Human Neuroscience
Face Recognition and Perception
2.86
article

Revealing the neural representations underlying other-race face perception

Marco A. Sama, Arijit De, Yong Zhong Liang, Adrian Nestor, Moaz Shoura
article en
2 citations

Abstract

The other-race effect (ORE) refers to poorer recognition for faces of other races than one's own. This study investigates the neural and representational basis of ORE in East Asian and White participants using behavioral measures, neural decoding, and image reconstruction based on electroencephalography (EEG) data. Our investigation identifies a reliable neural counterpart of ORE, with reduced decoding accuracy for other-race faces, and it relates this result to higher density of other-race face representations in face space. Then, we characterize the temporal dynamics and the prominence of ORE for individual variability at the neural level. Importantly, we use a data-driven image reconstruction approach to reveal visual biases underlying other-race face perception, including a tendency to perceive other-race faces as more typical, younger, and more expressive. These findings provide neural evidence for a classical account of ORE invoking face space compression for other-race faces. Further, they indicate that ORE involves not only reduced identity information but also broader, systematic distortions in visual representation with considerable cognitive and social implications.

Frontiers in Human NeuroscienceVol. 19
University of Toronto (CA), Scarborough Health Network (CA)
Openalex Percentile: Top 12%
Face Recognition and Perception
2.86
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Revealing the neural representations underlying other-race face perception — Marco A. Sama, Arijit De, et al. · Frontiers in Human Neuroscience (2025) | TGRS Research Map | TGRS