Login / Signup

Impact of early visual experience on later usage of color cues.

Marin VogelsangLukas VogelsangPriti GuptaTapan K GandhiPragya ShahPiyush SwamiSharon Gilad-GutnickShlomit Ben-AmiSidney DiamondSuma GaneshPawan Sinha
Published in: Science (New York, N.Y.) (2024)
Human visual recognition is remarkably robust to chromatic changes. In this work, we provide a potential account of the roots of this resilience based on observations with 10 congenitally blind children who gained sight late in life. Several months or years following their sight-restoring surgeries, the removal of color cues markedly reduced their recognition performance, whereas age-matched normally sighted children showed no such decrement. This finding may be explained by the greater-than-neonatal maturity of the late-sighted children's color system at sight onset, inducing overly strong reliance on chromatic cues. Simulations with deep neural networks corroborate this hypothesis. These findings highlight the adaptive significance of typical developmental trajectories and provide guidelines for enhancing machine vision systems.
Keyphrases
  • young adults
  • neural network
  • endothelial cells
  • depressive symptoms
  • deep learning
  • risk assessment
  • clinical practice
  • molecular dynamics
  • induced pluripotent stem cells