Deep image reconstruction from human brain activity
收藏DataCite Commons2022-02-02 更新2024-07-28 收录
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https://figshare.com/articles/dataset/Deep_Image_Reconstruction/7033577/8
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资源简介：
Shen, Horikawa, Majima, and Kamitani (2019) Deep image reconstruction from human brain activity. PLos Comput Biol. (bioRxiv preprint)<br>Here we provide DNN features decoded from human brain activity (decodedfeatures-*.mat files) as well as preprocessed fMRI data used for the decoding (sub-*.h5 files).<br><br>Raw fMRI data are available at OpenNeuro.<br><br>Demo code is available at GitHub.<br><b>History</b><b><br></b>2020-08-05: fMRI data version 2, which applied slightly different preprocessng and ROIs from the original study, were added (for the natural image experiment only; *_perceptionNaturalImageTraining/Test_VC_v2.h5).<br><br>2020-05-18: The following fMRI data files of artificial images, letters, and imagery experiments contained incorrect samples and were fixed.<br>- sub-01_perceptionLetterImage_original_VC.h5- sub-02_perceptionArtificialImage_original_VC.h5<br>- sub-02_perceptionLetterImage_original_VC.h5- sub-02_imagery_original_VC.h5<br>- sub-03_perceptionArtificialImage_original_VC.h5- sub-03_perceptionLetterImage_original_VC.h5- sub-03_imagery_original_VC.h5<br>
提供机构：
figshare
创建时间：
2020-08-28
