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Bowers et al. rightly emphasise that deep learning models often fail to capture constraints on visual perception that have been discovered by previous research. However, the solution is not to discard deep learning altogether, but to design stimuli and tasks that more closely reflect the problems that biological vision evolved to solve, such as understanding scenes and preparing skilled action.

Original publication

DOI

10.1017/S0140525X23001723

Type

Journal article

Journal

Behav Brain Sci

Publication Date

06/12/2023

Volume

46

Keywords

Humans, Visual Perception, Deep Learning