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Convolutional neural networks as a model of the visual system: Past, present, and future
GW Lindsay - Journal of cognitive neuroscience, 2021 - direct.mit.edu
Convolutional neural networks (CNNs) were inspired by early findings in the study of
biological vision. They have since become successful tools in computer vision and state-of …
biological vision. They have since become successful tools in computer vision and state-of …
General object-based features account for letter perception
After years of experience, humans become experts at perceiving letters. Is this visual
capacity attained by learning specialized letter features, or by reusing general visual …
capacity attained by learning specialized letter features, or by reusing general visual …
Face perception foundations for pattern recognition algorithms
Pattern recognition system developers have looked in multiple directions over the years and
designed a broad spectrum of methodologies for face identification and verification, both in …
designed a broad spectrum of methodologies for face identification and verification, both in …
The representational hierarchy in human and artificial visual systems in the presence of object-scene regularities
Human vision is still largely unexplained. Computer vision made impressive progress on this
front, but it is still unclear to which extent artificial neural networks approximate human object …
front, but it is still unclear to which extent artificial neural networks approximate human object …