Hierarchical Neural Representation of Dreamed Objects Revealed by Brain Decoding with Deep Neural Network Features

Paper: Horikawa, T., & Kamitani, Y. (2017). Hierarchical neural representation of dreamed objects revealed by brain decoding with deep neural network features. Frontiers in computational neuroscience, 11, 4.Preprocessed brain-activity data used in the paper.Please note that the data are not identical to those used in the original paper because the preprocessing differs.Each file is named in the format:{Subject ID}_{Dataset name}.h5The dataset names are:ImageNetTraining (referred to as “Training” in the original paper)ImageNetTest (referred to as “Perception” in the original paper)Dream (also referred to as “Dream” in the original paper)Version historyVersion 1 (2025-11-14): Initial release.