Evidence map›Paper›PMID 41557077›Full record

ArticleBrain topography2026

From Social to Symbolic: Investigating the Neural Networks Involved in Emoji and Facial Expression Recognition.

Alice Mado Proverbio, Lodovica Bacciocchi, Arianna Pavoni

Abstract read
In one paragraph

Article in Brain topography, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Alice Mado ProverbioCognitive Electrophysiology Laboratory, Department of Psychology of University of Milano-Bicocca, Milan, Italy. mado.proverbio@unimib.it.ORCID http://orcid.org/0000-0002-5138-1523
Lodovica Bacciocchi *Cognitive Electrophysiology Laboratory, Department of Psychology of University of Milano-Bicocca, Milan, Italy.
Arianna Pavoni *Cognitive Electrophysiology Laboratory, Department of Psychology of University of Milano-Bicocca, Milan, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Facial expressions and emojis serve as fundamental social cues, yet their neural processing remains distinct. Using swLORETA source reconstruction based on EEG/ERP signals at N170 stage, we analyzed participant-specific brain activations in 50 young, healthy individuals performing an emotion recognition task with real faces and emojis. Behavioral results revealed higher accuracy and faster reaction times for emojis compared to faces consistent with prior electrophysiological findings on P300 amplitude effects. Both stimulus types activated bilateral fusiform areas (BA19/37) and the orbitofrontal cortex. Neuroimaging results also showed that only human facial expressions engaged the medial and superior frontal cortex (BA 10, BA 8), involved in mentalization and Theory of Mind, as well as limbic structures such as the left uncus, associated with instinctual emotion processing, and the left fusiform gyrus BA 19, to a much greater extent. Conversely, emoji recognition recruited bilateral temporal cortices, the right inferior frontal gyrus, and superior parietal cortex—regions implicated in symbolic and semantic processing, akin to numerical cognition. This suggests that while faces are processed as biologically and socially relevant stimuli, emojis are interpreted as abstract symbols. Furthermore, greater hemispheric asymmetry in emoji recognition supports distinct cognitive strategies for decoding schematic versus naturalistic expressions. Overall, our findings indicate that facial expression processing relies on socio-affective networks, whereas emoji recognition engages symbolic, linguistic, and sensorimotor circuits, highlighting fundamental differences in how the human brain processes digital versus natural social cues.

Indexed as

BrainEmotionsFacial ExpressionFacial RecognitionNerve NetRecognition, PsychologyAdultBrain MappingElectroencephalographyEvoked PotentialsFemaleHumansMalePhotic StimulationReaction TimeYoung AdultFacesLimbicLORETAMetalizingNeuroimagingSelf, medial prefrontal cortexSocial neuroscienceSource reconstructionSymbols

Identifiers

PMID41557077
PMCPMC12819443

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LicenceCC BY
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Registered trials

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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.