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 …

General object-based features account for letter perception

D Janini, C Hamblin, A Deza… - PLoS computational …, 2022 - journals.plos.org
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 …

Face perception foundations for pattern recognition algorithms

F Marcolin, E Vezzetti, MG Monaci - Neurocomputing, 2021 - Elsevier
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 …

The representational hierarchy in human and artificial visual systems in the presence of object-scene regularities

S Bracci, J Mraz, A Zeman, G Leys… - PLoS computational …, 2023 - journals.plos.org
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 …