Speech brain-computer interfaces (BCIs) show promise in restoring communication to people with paralysis, but have also prompted discussions regarding their potential to decode private inner speech. S
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
This dataset contains EEG recordings of imagined digit recognition in two languages: English and Bangla. Data were collected from 53 subjects, with separate sets for English digits and Bangla digits.
# 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
