Mental image reconstruction from human brain activity: Neural decoding of mental imagery via deep neural network-based Bayesian estimation.

Koide-Majima, Naoko; Nishimoto, Shinji; Majima, Kei

Koide-Majima, Naoko; Nishimoto, Shinji; Majima, Kei.

Afiliação

Koide-Majima N; Center for Information and Neural Networks (CiNet), National Institute of Information and Communications Technology, Osaka 565-0871, Japan; Graduate School of Frontier Biosciences, Osaka University, Osaka 565-0871, Japan.
Nishimoto S; Center for Information and Neural Networks (CiNet), National Institute of Information and Communications Technology, Osaka 565-0871, Japan; Graduate School of Frontier Biosciences, Osaka University, Osaka 565-0871, Japan; Graduate School of Medicine, Osaka University, Osaka 565-0871, Japan.
Majima K; Institute for Quantum Life Science, National Institutes for Quantum Science and Technology, Chiba 263-8555, Japan; JST PRESTO, Saitama 332-0012, Japan. Electronic address: majima.kei@qst.go.jp.

Neural Netw ; 170: 349-363, 2024 Feb.

Article em En | MEDLINE | ID: mdl-38016230

Assuntos

Mapeamento Encefálico; Imaginação; Humanos; Teorema de Bayes; Mapeamento Encefálico/métodos; Encéfalo/diagnóstico por imagem; Redes Neurais de Computação; Processamento de Imagem Assistida por Computador; Imageamento por Ressonância Magnética/métodos

Palavras-chave

Bayesian estimation; Brain decoding; Mental image; Semantic representation

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Mapeamento Encefálico / Imaginação Limite: Humans Idioma: En Ano de publicação: 2024 Tipo de documento: Article

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