Enhanced neural encoding of individual exemplars in the Super-Recogniser brain is specific to faces
Martina VenturaiD, Tijl GrootswagersiD, Manuel VarletiD, James D. DunniD, David WhiteiD, Genevieve L. QuekiD
Abstract
Super-Recognisers are known for their exceptional ability to encode and remember faces. Recent work has found robust neural codes for face identity in brain activity. Here we test whether the enhanced individuation of face identity in super-recogniser neural codes extends to exemplars from non-face categories. We recorded 64-channel electroencephalography (EEG) as 22 Super-Recognisers and 20 typical recognisers viewed rapid, randomised sequences of faces, dogs, houses, and cars (10 different images of 10 different exemplars per category). Using a neural decoding approach, we found that Super-Recognisers neural responses contained stronger and more temporally sustained information discriminating individual face identities. Moreover, Super-Recognisers displayed increased inter-individual consistency in the organisation of their face-identity representations, suggesting a more stable and/or canonical representational structure in individuals with superior face recognition abilities. Crucially, there was no evidence to suggest that these encoding advantages generalised to non-face categories: neural discrimination of individual dogs, cars, and houses was comparable across groups, and group-differences in inter-subject consistency were evident only for faces. Together, these findings suggest that enhanced perceptual encoding underlying exceptional face recognition is highly category-specific, supporting the view that expertise in this group reflects specialised mechanisms for processing facial identity rather than broadly enhanced visual discrimination capacities.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Robust neural face identity codes in the Super-Recogniser brain
Martina Ventura, Tijl Grootswagers, … Genevieve L. Quek·bioRxiv·Jun 26, 2026
- Decoding face recognition abilities in the human brain
Simon Faghel-Soubeyrand, Meike Ramon, … Ian Charest·PNAS NexusPeer-reviewed·Feb 29, 2024
- Ensemble viewing reshapes neural representations of same-race and other-race faces
Moaz Shoura, Han Ning Jiang, … Adrian Nestor·bioRxiv·Sep 21, 2026
- Critical information thresholds underlying concurrent face recognition functions
Genevieve L. Quek, Bruno Rossion, Joan Liu‐Shuang·bioRxiv·Jun 22, 2020
- Face identity selectivity in the deep neural network and human brain
Jinge Wang, Runnan Cao, … Shuo Wang·bioRxiv·May 12, 2021
- Context-dependent hierarchical categorization of human faces: Behavioral and EEG/MEG evidence
Xu Wang, Shihui Han·Social NeurosciencePeer-reviewed·Jan 2, 2026