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}.h5 The 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 history Version 1 (2025-11-14): Initial release.