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Updated: Oct 14, 2025

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Decoding Natural Behavior from Neuroethological Embedding
Published on: October 3, 2025
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Shared neural codes for visual and semantic information about familiar faces in a common representational space
Matteo Visconti di Oleggio Castello1, James V Haxby1, M Ida Gobbini2,3
1Center for Cognitive Neuroscience, Dartmouth College, Hanover, NH 03755.
Summary
Shared brain representations for familiar faces emerge from personal interactions. This study reveals that knowing the same people creates common neural patterns for recognizing both visual and social aspects of familiar faces.
Area of Science:
- Neuroscience
- Cognitive Science
- Social Psychology
Background:
- Recognizing familiar faces involves visual processing and accessing associated social knowledge.
- While visual appearance is constant, social knowledge about individuals can be unique.
- Understanding shared neural representations of familiar faces is crucial for social cognition.
Purpose of the Study:
- To investigate if neural representations of personally familiar faces are shared across individuals who know the same people.
- To differentiate shared representations in visual processing areas versus areas processing non-visual social information.
- To explore the neural basis of shared social knowledge derived from personal interactions.
Main Methods:
- Utilized hyperaligned functional magnetic resonance imaging (fMRI) data.
- Employed between-subject multivariate decoding to analyze brain activity patterns.
- Focused on representations of personally familiar and visually familiar faces.
Main Results:
- Identity of visually familiar faces was decoded across brains in the core visual processing system.
- Identity of personally familiar faces was decoded across brains in both core visual and extended non-visual processing systems.
- Shared neural representations were found in areas beyond basic visual recognition for personally familiar faces.
Conclusions:
- Personal interactions lead to shared neural representations for familiar individuals.
- Shared representations encompass both visual and non-visual (social) features of familiar faces.
- The extended face perception system shows shared representations reflecting common social knowledge.
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