Modelling human vision needs to account for subjective experience.

Journal: The Behavioral and brain sciences
PMID:

Abstract

Vision is inseparably connected to perceptual awareness which can be seen as the culmination of sensory processing. Studies on conscious vision reveal that object recognition is just one of the means through which our representation of the world is built. We propose an operationalization of subjective experience in the context of deep neural networks (DNNs) that could encourage a more thorough comparison of human and artificial vision.

Authors

  • Marcin Koculak
    Centre for Brain Research, Jagiellonian University, Krakow, Poland koculak.marcin@gmail.com.
  • Michał Wierzchoń
    Centre for Brain Research, Jagiellonian University, Krakow, Poland koculak.marcin@gmail.com.