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

• Jong-Yun Park ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: park_jy.psyc@tmd.ac.jp (J-YP); kamitani@i.kyoto-u.ac.jp (YK)

  ¤ Current address: Department of Psychiatry and Behavioral Sciences, Graduate School of Medical and Dental Sciences, Institute of Science Tokyo, Tokyo, Japan

  Affiliations Department of Intelligence Science and Technology, Graduate School of Informatics, Kyoto University, Kyoto, Japan, Department of Neuroinformatics, ATR Computational Neuroscience Laboratories, Kyoto, Japan

  https://orcid.org/0009-0001-7013-2098

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• Mitsuaki Tsukamoto,

  Roles Data curation, Software

  Affiliation Department of Neuroinformatics, ATR Computational Neuroscience Laboratories, Kyoto, Japan

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• Misato Tanaka,

  Roles Data curation, Software

  Affiliations Department of Intelligence Science and Technology, Graduate School of Informatics, Kyoto University, Kyoto, Japan, Department of Neuroinformatics, ATR Computational Neuroscience Laboratories, Kyoto, Japan

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• Yukiyasu Kamitani

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: park_jy.psyc@tmd.ac.jp (J-YP); kamitani@i.kyoto-u.ac.jp (YK)

  Affiliations Department of Intelligence Science and Technology, Graduate School of Informatics, Kyoto University, Kyoto, Japan, Department of Neuroinformatics, ATR Computational Neuroscience Laboratories, Kyoto, Japan

  https://orcid.org/0000-0002-9300-8268

  ⨯