Are Topographic Deep Convolutional Neural Networks Better Models of the Ventral Visual Stream?

Are Topographic Deep Convolutional Neural Networks Better Models of the Ventral Visual Stream?

Neural computations along the ventral visual stream, -- which culminates in the inferior temporal (IT) cortex -- enable humans and monkeys to recognize objects quickly. Primate IT is organized topographically: nearby neurons have similar response properties. Yet the best models of the ventral visual...

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Bibliographic Details
Main Authors: Jozwik, Kamila Maria (Author), Lee, Hyo-Dong (Author), Kanwisher, Nancy (Author), DiCarlo, James (Author)
Other Authors: McGovern Institute for Brain Research at MIT (Contributor), Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: Cognitive Computational Neuroscience, 2021-04-01T15:13:07Z.
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