Single-trial reconstruction.

Single-trial reconstruction.

<p>(Subject: S3, ROI: AC, DNN layer: Conv5) <a href="https://www.youtube.com/watch?v=exUeKzT0Qfo" target="_blank">https://www.youtube.com/watch?v=exUeKzT0Qfo</a>.</p> <p>(MP4)</p>

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Bibliographic Details
Main Author:	Jong-Yun Park (17446572) (author)
Other Authors:	Mitsuaki Tsukamoto (5218352) (author), Misato Tanaka (18856762) (author), Yukiyasu Kamitani (140952) (author)
Published:	2025
Subjects:	Cell Biology Neuroscience Biotechnology Science Policy Infectious Diseases Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Information Systems not elsewhere classified seen significant success objective measures confirmed neural activity correspondence mapping brain activity limited temporal resolution fine temporal structure deep neural networks coarse temporal resolution brain activity offers higher dnn layers integrates brain decoding dnn features decoded xlink "> reconstruction reconstructions preserved short hierarchical auditory features dnn features decoding performance based features auditory signals unique window unattended one term spectral step toward sound reconstruction reconstructions reflected perceptual properties perceptual experiences natural sounds musical instruments may reflect functional mri framework demonstrates comprehensive understanding characteristic timbre behavioral evaluations attended sound animal calls analyses indicated
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