[HTML][HTML] Music can be reconstructed from human auditory cortex activity using nonlinear decoding models

L Bellier, A Llorens, D Marciano, A Gunduz… - PLoS …, 2023 - journals.plos.org
PLoS biology, 2023journals.plos.org
Music is core to human experience, yet the precise neural dynamics underlying music
perception remain unknown. We analyzed a unique intracranial electroencephalography
(iEEG) dataset of 29 patients who listened to a Pink Floyd song and applied a stimulus
reconstruction approach previously used in the speech domain. We successfully
reconstructed a recognizable song from direct neural recordings and quantified the impact of
different factors on decoding accuracy. Combining encoding and decoding analyses, we …
Music is core to human experience, yet the precise neural dynamics underlying music perception remain unknown. We analyzed a unique intracranial electroencephalography (iEEG) dataset of 29 patients who listened to a Pink Floyd song and applied a stimulus reconstruction approach previously used in the speech domain. We successfully reconstructed a recognizable song from direct neural recordings and quantified the impact of different factors on decoding accuracy. Combining encoding and decoding analyses, we found a right-hemisphere dominance for music perception with a primary role of the superior temporal gyrus (STG), evidenced a new STG subregion tuned to musical rhythm, and defined an anterior–posterior STG organization exhibiting sustained and onset responses to musical elements. Our findings show the feasibility of applying predictive modeling on short datasets acquired in single patients, paving the way for adding musical elements to brain–computer interface (BCI) applications.
PLOS
以上显示的是最相近的搜索结果。 查看全部搜索结果