Understanding the Computational Demands Underlying Visual Reasoning

Visual understanding requires comprehending complex visual relations between objects within a scene. Here, we seek to characterize the computational demands for abstract visual reasoning. We do this by systematically assessing the ability of modern deep convolutional neural networks (CNNs) to learn...

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Veröffentlicht in:	Neural computation 2022-04, Vol.34 (5), p.1075-1099
Hauptverfasser:	Vaishnav, Mohit, Cadene, Remi, Alamia, Andrea, Linsley, Drew, VanRullen, Rufin, Serre, Thomas
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial Intelligence Artificial neural networks Cognitive science Computer Science Humans Learning Neural Networks, Computer Neuroscience Neurosciences Problem Solving Reasoning Taxonomy Visual tasks
Online-Zugang:	Volltext
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