Reconstructing visual illusory experiences from human brain activity
Fan ChengiD, Tomoyasu HorikawaiD, Kei MajimaiD, Misato TanakaiD, Mohamed AbdelhackiD, Shuntaro AokiiD, Jin HiranoiD, Yukiyasu KamitaniiD
Abstract
Visual illusions provide significant insights into the brains interpretation of the world given sensory inputs. However, the precise manner in which brain activity translates into illusory experiences remains largely unknown. Here we leverage a brain decoding technique combined with deep neural network (DNN) representations to reconstruct illusory percepts as images from brain activity. The reconstruction model was trained on natural images to establish a link between brain activity and perceptual features and then tested on two types of illusions: illusory lines and neon color spreading. Reconstructions revealed lines and colors consistent with illusory experiences, which varied across the source visual cortical areas. This framework offers a way to materialize subjective experiences, shedding new light on the brains internal representations of the world.
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