On the role of feedback in image recognition under noise and adversarial attacks: A predictive coding perspective

Brain-inspired machine learning is gaining increasing consideration, particularly in computer vision. Several studies investigated the inclusion of top-down feedback connections in convolutional networks; however, it remains unclear how and when these connections are functionally helpful. Here we ad...

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Vydané v:	Neural networks Ročník 157; s. 280 - 287
Hlavní autori:	Alamia, Andrea, Mozafari, Milad, Choksi, Bhavin, VanRullen, Rufin
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States Elsevier Ltd 01.01.2023 Elsevier
Predmet:	Cognitive science Corruption robustness Deep learning Feedback Image Processing, Computer-Assisted - methods Machine Learning Neural Networks, Computer Predictive coding Vision, Ocular Visual Perception Deep learning Corruption robustness Predictive coding Feedback
ISSN:	0893-6080, 1879-2782, 1879-2782
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