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The state of modelling face processing in humans with deep learning.

Deep learning models trained for facial recognition now surpass the highest performing human participants. Recent evidence suggests that they also model some qualitative aspects of face processing in humans. This review compares the current understanding of deep learning models with psychological mo...

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Published in:British Journal of Psychology Vol. 117; no. 2; pp. 656 - 677
Main Authors: Phillips, P. Jonathon, White, David
Format: Article
Published: Wiley-Blackwell May2026
Subjects:
Psychology
Cognition
Conceptual models
Research funding
Convolutional neural networks
Neurosciences
Deep learning
Neuropsychology
Artificial neural networks
Face perception
Thought & thinking
Online Access:View this record in EBSCOhost