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An ecologically motivated image dataset for deep learning yields better models of human vision

Deep neural networks provide the current best models of visual information processing in the primate brain. Drawing on work from computer vision, the most commonly used networks are pretrained on data from the ImageNet Large Scale Visual Recognition Challenge. This dataset comprises images from 1,00...

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Bibliografiske detaljer
Udgivet i:Proc Natl Acad Sci U S A
Main Authors: Mehrer, Johannes, Spoerer, Courtney J., Jones, Emer C., Kriegeskorte, Nikolaus, Kietzmann, Tim C.
Format: Artigo
Sprog:Inglês
Udgivet: National Academy of Sciences 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7923360/
https://ncbi.nlm.nih.gov/pubmed/33593900
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.2011417118
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