Natural sounds can be reconstructed from human neuroimaging data using deep neural network representation.

Reconstruction of perceptual experiences from brain activity offers a unique window into how population neural responses represent sensory information. Although decoding visual content from functional MRI (fMRI) has seen significant success, reconstructing arbitrary sounds remains challenging due to...

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Bibliographic Details
Main Authors: Jong-Yun Park, Mitsuaki Tsukamoto, Misato Tanaka, Yukiyasu Kamitani
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-07-01
Series:PLoS Biology
Online Access:https://doi.org/10.1371/journal.pbio.3003293
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