Dissociable Neural Representations of Adversarially Perturbed Images in Convolutional Neural Networks and the Human Brain

Zhang, C; Duan, XH; Wang, LY; Li, YL; Yan, B; Hu, GE; Zhang, RY; Tong, L

Tong, L (corresponding author), PLA Strateg Support Force Informat Engn Univ, Henan Key Lab Imaging & Intelligent Proc, Zhengzhou, Peoples R China.; Zhang, RY (corresponding author), Shanghai Jiao Tong Univ, Inst Psychol & Behav Sci, Shanghai, Peoples R China.; Zhang, RY (corresponding author), Shanghai Jiao Tong Univ, Sch Med, Shanghai Mental Hlth Ctr, Shanghai Key Lab Psychot Disorders, Shanghai, Peoples R China.

FRONTIERS IN NEUROINFORMATICS, 2021; 15 ():

Abstract

Despite the remarkable similarities between convolutional neural networks (CNN) and the human brain, CNNs still fall behind humans in many visual task......

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