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Updated: Jul 9, 2025

Creating Objects and Object Categories for Studying Perception and Perceptual Learning
Published on: November 2, 2012
Perceptual learning in humans: An active, top-down-guided process
1Department of Cognitive Psychology, Institute for Brain and Behavior Amsterdam, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands h.a.slagter@vu.nlhttps://research.vu.nl/en/persons/heleen-slagter.
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Deep neural network (DNN) models of human-like vision are typically built by feeding blank slate DNN visual images as training data. However, the literature on human perception and perceptual learning suggests that developing DNNs that truly model human vision requires a shift in approach in which perception is not treated as a largely bottom-up process, but as an active, top-down-guided process.
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