ArticleProceedings of the National Academy of Sciences of the United States of America2024
Dynamic brain communication underwriting face pareidolia.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
7 citing papers in PubMed, 13 citations in OpenAlex.
- Editorial: Processing of face and other animacy cues in the brain.Frontiers in psychology · 2026Article
- Enhanced visual illusions in Parkinson's disease with cardiovascular autonomic failure.Clinical autonomic research : official journal of the Clinical Autonomic Research Society · 2025Article
- Neural correlates reveal separate stages of spontaneous face perception.Communications psychology · 2025Article
- Dynamic brain communication underlying face pareidolia in male schizophrenia.Schizophrenia (Heidelberg, Germany) · 2025Article
- Alterations in looking at face-pareidolia images in autism.Scientific reports · 2025Article
- The neural basis of face pareidolia with human intracerebral recordings.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- I've just seen a face: further search for face pareidolia in chimpanzees (Frontiers in psychology · 2024Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
Abstract
Face pareidolia is a tendency to seeing faces in nonface images that reflects high tuning to a face scheme. Yet, studies of the brain networks underwriting face pareidolia are scarce. Here, we examined the time course and dynamic topography of gamma oscillatory neuromagnetic activity while administering a task with nonface images resembling a face. Images were presented either with canonical orientation or with display inversion that heavily impedes face pareidolia. At early processing stages, the peaks in gamma activity (40 to 45 Hz) to images either triggering or not face pareidolia originate mainly from the right medioventral and lateral occipital cortices, rostral and caudal cuneus gyri, and medial superior occipital gyrus. Yet, the difference occurred at later processing stages in the high-frequency range of 80 to 85 Hz over a set of the areas constituting the social brain. The findings speak rather for a relatively late neural network playing a key role in face pareidolia. Strikingly, a cutting-edge analysis of brain connectivity unfolding over time reveals mutual feedforward and feedback intra- and interhemispheric communication not only within the social brain but also within the extended large-scale network of down- and upstream regions. In particular, the superior temporal sulcus and insula strongly engage in communication with other brain regions either as signal transmitters or recipients throughout the whole processing of face-pareidolia images.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.