Article
How Visual Experience Shapes Face Processing: Divergent Representational Strategies Emerge from Specialized and Diverse Visual Diets in Artificial Neural Networks
2026-02-03
Abstract excerpt
Face perception in humans is supported by specialized neural mechanisms, yet the developmental origins of these mechanisms remain debated. We trained two artificial neural networks (ANNs) on identical orientation-classification tasks but with distinct visual diets: one exposed exclusively to adult faces (Face-ANN) and the other to diverse object categories (Object-ANN). Face-ANN acquired human-like face-processing...
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Identifiers and source
- Literature Corpus work
- 5dc70d3e-c9f7-5f33-b7ee-0d3a7f93133d
- DOI
- 10.64898/2026.02.01.703162
