Implementation-Independent Representation for Deep Convolutional Neural Networks and Humans in Processing Faces

Deep convolutional neural networks (DCNN) nowadays can match human performance in challenging complex tasks, but it remains unknown whether DCNNs achieve human-like performance through human-like processes. Here we applied a reverse-correlation method to make explicit representations of DCNNs and hu...

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Bibliographic Details
Published in:Front Comput Neurosci
Main Authors: Song, Yiying, Qu, Yukun, Xu, Shan, Liu, Jia
Format: Artigo
Language:Inglês
Published: Frontiers Media S.A. 2021
Subjects:
Neuroscience
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7870475/
https://ncbi.nlm.nih.gov/pubmed/33574746
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2020.601314
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