Dissociation and hierarchy of human visual pathways for simultaneously coding facial identity and expression

Dissociation and hierarchy of human visual pathways for simultaneously coding facial identity and expression

Humans have an extraordinary ability to recognize facial expression and identity from a single face simultaneously and effortlessly, however, the underlying neural computation is not well understood. Here, we optimized a multi-task deep neural network to classify facial expression and identity simul...

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Bibliographic Details
Main Authors: Xuetong Ding, Hui Zhang
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:NeuroImage
Subjects:
Multi-task deep neural network
Functional MRI
Facial identity
Facial expression
Representational similarity analysis
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811922008904

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http://www.sciencedirect.com/science/article/pii/S1053811922008904

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