Visual Illusion Reconstruction

# Visual Illusion Reconstruction ## Original paper - Cheng, F. L., Horikawa, T., Majima, K., Tanaka, M., Abdelhack, M., Aoki, S. C., Hirano, J., & Kamitani, Y. (2023). Reconstructing visual illusory experiences from human brain activity. Science Advances, 9(46), eadj3906. https://doi.org/10.1126/sciadv.adj3906 - Cheng, F., Horikawa, T., Majima, K., Tanaka, M., Abdelhack, M., Aoki, S. C., Hirano, J., & Kamitani, Y. (2023). Reconstructing visual illusory experiences from human brain activity. bioRxiv. <https://doi.org/10.1101/2023.06.15.545037> ## Dataset This dataset includes fMRI data collected from human subjects while they viewed natural images (object, material, scene) and illusory images. Deatails for 7 participants: all data for subjects S5, S6, S7, and partial data from subjects S1, S2, S3, S4 (fMRI brain activity in FMD, MSCOCO, and illusion sessions). ImageNetTraining data for S1, S2, S3, and S4 are available in the following OpenNeuro repository. - S1, S2, S3: sub-06, sub-07, and sub-04 in [Attentionally modulated subjective images reconstructed from brain activity](https://openneuro.org/datasets/ds003430/versions/1.2.0), respectively - S4: sub-01 in [Deep Image Reconstruction](https://openneuro.org/datasets/ds001506) ## Code See <https://github.com/KamitaniLab/IllusionReconstruction>. ## Contact - Email: <mailto:[e-mail]> - We also accept inqueries at [issues on GitHub/KamitaniLab/OpenData](https://github.com/KamitaniLab/OpenData/issues).

搜集汇总

背景与挑战

背景概述

该数据集包含7名人类被试在观看自然图像和错觉图像时的fMRI脑活动数据，用于研究从大脑活动中重建视觉错觉体验，相关研究发表于Science Advances（Cheng et al., 2023）。