# Sound Reconstruction ## Original Paper Park, J.-Y., Tsukamoto, M., Tanaka, M., & Kamitani, Y. (2025). Natural sounds can be reconstructed from human neuroimaging data using deep neural network rep
Feature vectors are described in terms of [channels]×[time points], with the exception of the behavioral analysis, which included mean individual responses to each of the 7 stimuli in the continuum us
Across(between) task and within task decoding results in posterior channels. Contains decoding accuracy of each time window for each comparison. perfacc_20210233.csv is the data file of behavioral acc
A relatively new analysis technique, known as neural decoding or multivariate pattern analysis, has become increasingly popular for cognitive neuroimaging studies over recent years. These techniques p
Vividly imagining a song or a melody is a skill that many people accomplish with relatively little effort. However, we are only beginning to understand how the brain represents, holds, and manipulates
