Convolutional neural networks develop major organizational principles of early visual cortex when enhanced with retinal sampling

Convolutional neural networks develop major organizational principles of early visual cortex when enhanced with retinal sampling

Abstract Primate visual cortex exhibits key organizational principles: cortical magnification, eccentricity-dependent receptive field size and spatial frequency tuning as well as radial bias. We provide compelling evidence that these principles arise from the interplay of the non-uniform distributio...

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Bibliographic Details
Main Authors: Danny da Costa, Lukas Kornemann, Rainer Goebel, Mario Senden
Format: Article
Language:English
Published: Nature Portfolio 2024-04-01
Series:Scientific Reports
Subjects:
Retinal sampling
Ganglion cells
Convolutional neural networks
Receptive field mapping
Spatial frequency tuning
Radial bias
Online Access:https://doi.org/10.1038/s41598-024-59376-x

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