Sensitivity to face animacy and inversion in childhood: Evidence from EEG data

Adults exhibit behavioral deficits in processing inanimate, artificial faces compared to real human faces, with implications for using artificial faces in research and designing artificial social agents. However, the developmental trajectory of inanimate face perception is unknown. Here, we used electroencephalography to investigate inanimate faces processing in cross-sectional groups of 5-10-year-old children and adults. A face inversion manipulation was used to test whether face animacy processing relies on expert face processing strategies. 5-7-year-olds (N=18), 8-10-year-olds (N=18), and adults (N=16) watched pictures of real or doll faces presented in an upright or inverted orientation. Analyses of event-related potentials revealed larger N170 amplitudes in response to doll faces, irrespective of age group or face orientation. Thus, the N170 is sensitive to face animacy by 5-7 years of age, but such sensitivity may not reflect high-level, expert face processing. Multivariate pattern analyses of the EEG signal additionally assessed whether animacy information could be reliably extracted during face processing. Face orientation information was evident in children and adults, but there was no indication that face animacy information could be reliably extracted at any age. Together, these results suggest that 5-10-year-old children exhibit some sensitivity to face animacy that is comparable to adults.