Natural sounds can be reconstructed from human neuroimaging data using deep neural network representation
Fig 7
Effect of hierarchical auditory regions and DNN layers.
(A) Evaluation of reconstructed sounds from individual auditory regions (DNN layer: Conv5). (B) Evaluation of reconstructed sounds from different DNN layers (ROI: AC). Each bar represents the mean identification accuracy calculated for each subject, with the error bar indicating the 95% CI estimated from 50 data points. The data underlying this figure are provided in S2 Data.