Equivalent processing of facial expression and identity by macaque visual system and task-optimized neural network

Equivalent processing of facial expression and identity by macaque visual system and task-optimized neural network

Both the primate visual system and artificial deep neural network (DNN) models show an extraordinary ability to simultaneously classify facial expression and identity. However, the neural computations underlying the two systems are unclear. Here, we developed a multi-task DNN model that optimally cl...

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Bibliographic Details
Main Authors: Hui Zhang, Xuetong Ding, Ning Liu, Rachel Nolan, Leslie G Ungerleider, Shruti Japee
Format: Article
Language:English
Published: Elsevier 2023-06-01
Series:NeuroImage
Subjects:
Primate vision
Monkey visual cortex
Monkey functional MRI
Multi-task deep neural network (multi-task DNN)
Facial expression
Face perception
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811923002136

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http://www.sciencedirect.com/science/article/pii/S1053811923002136

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