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Deep Neural Networks Reveal a Gradient in the Complexity of Neural Representations across the Ventral Stream

Converging evidence suggests that the primate ventral visual pathway encodes increasingly complex stimulus features in downstream areas. We quantitatively show that there indeed exists an explicit gradient for feature complexity in the ventral pathway of the human brain. This was achieved by mapping...

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Bibliographic Details
Published in:J Neurosci
Main Authors: Güçlü, Umut, van Gerven, Marcel A. J.
Format: Artigo
Language:Inglês
Published: Society for Neuroscience 2015
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6605414/
https://ncbi.nlm.nih.gov/pubmed/26157000
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1523/JNEUROSCI.5023-14.2015
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