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dc.contributor.author | Cheng, Fan L. | en |
dc.contributor.author | Horikawa, Tomoyasu | en |
dc.contributor.author | Majima, Kei | en |
dc.contributor.author | Tanaka, Misato | en |
dc.contributor.author | Abdelhack, Mohamed | en |
dc.contributor.author | Aoki, Shuntaro C. | en |
dc.contributor.author | Hirano, Jin | en |
dc.contributor.author | Kamitani, Yukiyasu | en |
dc.contributor.alternative | 程, 帆 | ja |
dc.contributor.alternative | 堀川, 友慈 | ja |
dc.contributor.alternative | 間島, 慶 | ja |
dc.contributor.alternative | 田中, 美里 | ja |
dc.contributor.alternative | 青木, 俊太郎 | ja |
dc.contributor.alternative | 平野, 仁 | ja |
dc.contributor.alternative | 神谷, 之康 | ja |
dc.date.accessioned | 2024-02-21T00:42:24Z | - |
dc.date.available | 2024-02-21T00:42:24Z | - |
dc.date.issued | 2023-11-17 | - |
dc.identifier.uri | http://hdl.handle.net/2433/287055 | - |
dc.description.abstract | Visual illusions provide valuable insights into the brain’s interpretation of the world given sensory inputs. However, the precise manner in which brain activity translates into illusory experiences remains largely unknown. Here, we leverage a brain decoding technique combined with deep neural network (DNN) representations to reconstruct illusory percepts as images from brain activity. The reconstruction model was trained on natural images to establish a link between brain activity and perceptual features and then tested on two types of illusions: illusory lines and neon color spreading. Reconstructions revealed lines and colors consistent with illusory experiences, which varied across the source visual cortical areas. This framework offers a way to materialize subjective experiences, shedding light on the brain’s internal representations of the world. | en |
dc.language.iso | eng | - |
dc.publisher | American Association for the Advancement of Science (AAAS) | en |
dc.rights | Copyright © 2023 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution License 4.0 (CC BY). | en |
dc.rights | This is an open-access article distributed under the terms of the Creative Commons Attribution license, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. | en |
dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ | - |
dc.title | Reconstructing visual illusory experiences from human brain activity | en |
dc.type | journal article | - |
dc.type.niitype | Journal Article | - |
dc.identifier.jtitle | Science Advances | en |
dc.identifier.volume | 9 | - |
dc.identifier.issue | 46 | - |
dc.relation.doi | 10.1126/sciadv.adj3906 | - |
dc.textversion | publisher | - |
dc.identifier.artnum | eadj3906 | - |
dc.identifier.pmid | 37967184 | - |
dcterms.accessRights | open access | - |
datacite.awardNumber | 20H05705 | - |
datacite.awardNumber | 20H05954 | - |
datacite.awardNumber.uri | https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-20H05705/ | - |
datacite.awardNumber.uri | https://kaken.nii.ac.jp/grant/KAKENHI-PLANNED-20H05954/ | - |
dc.identifier.eissn | 2375-2548 | - |
jpcoar.funderName | 日本学術振興会 | ja |
jpcoar.funderName | 日本学術振興会 | ja |
jpcoar.awardTitle | 心的イメージの脳情報表現の可視化 | ja |
jpcoar.awardTitle | 3次元質感の脳内表現の解明 | ja |
出現コレクション: | 学術雑誌掲載論文等 |
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