International Display Workshops Incorporated Association

1:20 PM - 1:40 PM

[PRJ6/AIS3-1(Invited)] Visual Illusions Expressed by Deep Neural Networks

*Taisuke Kobayashi1, Eiji Watanabe1,2 (1. Japan/Aichi/National Institute for Basic Biology (Japan), 2. Japan/Aichi/The Graduate University for Advanced Studies (SOKENDAI) (Japan))

Predictive coding, Deep neural network, Optical illusion

https://doi.org/10.36463/idw.2019.1339

The predictive coding theory, which is one of mathematical models of the visual information processing of the brain, were incorporated to deep neural networks. We found that the deep neural networks represented the motion for illusion images that were not moving physically, much like human visual perception.