Article

Deep learning algorithms reveal a new visual-semantic representation of familiar faces in human perception and memory

2022-10-18

Abstract excerpt

<h4>Summary</h4> Recent studies show significant similarities between the representations humans and deep neural networks (DNNs) generate for faces. However, two critical aspects of human face recognition are overlooked by these networks. First, human face recognition is mostly concerned with familiar faces, which are encoded by visual and semantic information, while current DNNs solely rely on visual information...

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Literature Corpus work: c1cd212d-9263-577c-b81a-318504335c09
DOI: 10.1101/2022.10.16.512398

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