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How does the brain represent the semantic content of an image?

  • 【作者】Huawei Xu,Ming Liu,Delong Zhang
  • 【作者单位】1Key Laboratory of Brain, Cognition and Education Sciences (South China Normal University), Ministry of Education, Guangzhou 510631, China;2School of Psychology, Center for Studies of Psychological Application, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou 510631, China;3Plateau Brain Science Research Center, South China Normal University, Guangzhou 510631, China;4Plateau Brain Science Research Center, Tibet University, Lhasa 850000, China
  • 【年份】2022
  • 【ISSN】0893-6080
  • 【关键词】Deep neural networks Neural style transfer Early visual areas Ground cognition Encoding models Representational similarity analysis 
  • 【摘要】 Using deep neural networks as models to explore the biological brain is controversial, which is mainly due to the impenetrability of DNNs. Inspired by neural style transfer, we circumvented this problem by using deep features that were given a clear...
  • 【文献类型】 期刊
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